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This document defines the OWL 2 language. The core part of this specification — called the structural specification — is independent of the concrete exchange syntaxes for OWL 2 ontologies. It describes the conceptual structure of OWL 2 ontologies and thus provides a normative abstract model for all (normative and nonnormative) syntaxes of OWL 2. This allows for a clear separation of the essential features of the language from issues related to any particular syntax. Furthermore, such a structural specification of OWL 2 provides the foundation for the implementation of OWL 2 tools such as APIs and reasoners.
This document also defines the functional-style syntax, which closely follows the structural specification and allows OWL 2 ontologies to be written in a compact form. This syntax is used in the definitions of the semantics of OWL 2 ontologies, the mappings from and into the RDF/XML exchange syntax, and the different profiles of OWL 2. Concrete syntaxes, such as the functional-style syntax, often provide features not found in the structural specification, such as a mechanism for abbreviating long URIs.
An OWL 2 ontology is a formal conceptualization of a domain of interest. OWL 2 ontologies consist of the following three different syntactic categories:
These three syntactic categories are used to express the logical part of OWL 2 ontologies — that is, they are interpreted under a precisely defined semantics that allows useful inferences to be drawn. For example, if an individual a:Peter is an instance of the class a:Student, and a:Student is a subclass of a:Person, then from the OWL 2 semantics one can derive that a:Peter is also an instance of a:Person.
In addition, entities, axioms, and ontologies can be annotated in OWL 2. For example, a class can be given a human-readable label that provides a more descriptive name for the class. Annotations have no effect on the logical aspects of an ontology — that is, for the purposes of the OWL 2 semantics, annotations are treated as not being present. Instead, the use of annotations is left to the applications that use OWL 2. For example, a graphical user interface might choose to visualize a class using one of its labels.
Finally, OWL 2 provides basic support for ontology modularization. In particular, an OWL 2 ontology O can import another OWL 2 ontology O' and thus gain access to all entities, expressions, and axioms in O'.
This document defines the structural specification of OWL 2, the functional syntax for OWL 2, and the behavior of datatype maps. Only the parts of the document related to these three purposes are normative. The examples in this document are informative and any part of the document that is specifically identified as informative is not normative. Finally, the informal descriptions of the semantics of OWL 2 constructs in this document are informative; the semantics is precisely specified in a separate document [OWL 2 Direct Semantics].
The italicized keywords MUST, MUST NOT, SHOULD, SHOULD NOT, and MAY specify certain aspects of the normative behavior of OWL 2 tools, and are interpreted as specified in RFC 2119 [RFC 2119].
This section presents certain preliminary definitions that are used in the rest of this document.
The structural specification of OWL 2 is defined using the Unified Modeling Language (UML) [UML], and the notation used is compatible with the Meta-Object Facility (MOF) [MOF]. This document uses only a very simple form of UML class diagrams that are expected to be easily understandable by readers who are familiar with the basic concepts of object-oriented systems, even if they are not familiar with UML. The names of abstract classes (i.e., classes that are not intended to be instantiated) are written in italic.
Elements of the structural specification are connected by associations, many of which are of the one-to-many type. Associations whose name is preceded by / are derived — that is, their value is determined based on the value of other associations and attributes. Whether the elements participating in associations are ordered and whether repetitions are allowed is made clear by the following standard UML conventions:
Whether two elements of the structural specification are considered to be the same is captured by the notion of structural equivalence, defined as follows. Elements o1 and o2 are structurally equivalent if and only if the following conditions hold:
Note that structural equivalence is not a semantic notion, as it is based only on comparing structures.
The class expression UnionOf( a:Person a:Animal ) is structurally equivalent to the class expression UnionOf( a:Animal a:Person ) because the order of the elements in an unordered association is not important.
The class expression UnionOf( a:Person ComplementOf( a:Person ) ) is not structurally equivalent to owl:Thing even though the two expressions are semantically equivalent.
Although set associations are widely used in the specification, sets written in one of the linear syntaxes (e.g., XML or RDF/XML) are not necessarily expected to be duplicate free. Duplicates SHOULD be eliminated from such constructs during parsing.
An ontology written in functional-style syntax can contain a class expression of the form UnionOf( a:Person a:Animal a:Animal ). During parsing, this expression should be "flattened" to give the expression UnionOf( a:Person a:Animal ).
Grammars in this document are specified using the standard BNF notation, summarized in Table 1.
Construct | Syntax | Example |
---|---|---|
nonterminal symbols | boldface | ClassExpression |
terminal symbols | single quoted | 'PropertyRange' |
zero or more | curly braces | { ClassExpression } |
zero or one | square brackets | [ ClassExpression ] |
alternative | vertical bar | Assertion | Declaration |
Terminal symbols used in the full-IRI, irelative-ref, NCName, languageTag, nodeID, nonNegativeInteger, and quotedString productions are defined by specifying their structure in English; to stress this, the English description is italicized.
Whitespace is a maximal sequence of space (U+20), horizontal tab (U+9), line feed (U+A), and carriage return (U+D) characters not occurring within a pair of " characters (U+22). A comment is a maximal sequence of characters that starts with the # (U+23) character and contains neither a line feed (U+A) nor a carriage return (U+D) character.
Whitespace and comments cannot occur within terminal symbols of the grammar. Whitespace and comments can occur between any two terminal symbols of the grammar, and all whitespace MUST be ignored. Whitespace MUST be introduced between a pair of terminal symbols if each terminal symbol in the pair consists solely of alphanumeric characters or matches the full-IRI, irelative-ref, NCName, nodeID, or quotedString production.
Ontologies and their elements are identified using International Resource Identifiers (IRIs) [RFC3987]. OWL 1 uses Uniform Resource Identifiers (URIs) as identifiers. To avoid introducing new terminology, this specification hereafter uses the term "URI" to mean "IRI". In the structural specification, IRIs are represented by the URI class. All IRIs in this specification are written using the grammar described below.
An IRI can be written as a full IRI. The < (U+3C) and > (U+3E) characters surrounding a full IRI are not part of the IRI, but are used solely for quotation purposes, identifying an IRI as a full IRI.
Alternatively, an IRI it can be abbreviated as a CURIE [CURIE]. To this end, commonly used IRIs — called namespaces — are associated with a prefix. An IRI U belongs to a namespace NU if, in their string representation, NU is a prefix of U; the part of U not covered by NU is called a reference of U w.r.t. NU. A URI U belonging to a namespace NU associated with a prefix pref is then commonly abbreviated as a CURIE pref:ref, where ref is the reference of U w.r.t. NU. CURIEs are not represented in the structural specification of OWL 2: if a concrete syntax of OWL 2 uses CURIEs to abbreviate long IRIs, these abbreviations MUST be expanded into full IRIs during parsing according to the rules of the respective syntax.
full-IRI := 'IRI as defined in [RFC3987], enclosed in a pair of < (U+3C) and > (U+3E) characters'
NCName := 'as defined in [XML Namespaces]'
irelative-ref := 'as defined in [RFC3987]'
namespace := full-IRI
prefix := NCName
reference := irelative-ref
curie := [ [ prefix ] ':' ] reference
URI := full-IRI | curie
Table 2 defines the standard namespaces and the respective prefixes used throughout this specification.
Namespace prefix | Namespace |
---|---|
rdf | <http://www.w3.org/1999/02/22-rdf-syntax-ns#> |
rdfs | <http://www.w3.org/2000/01/rdf-schema#> |
xsd | <http://www.w3.org/2001/XMLSchema#> |
owl | <http://www.w3.org/2002/07/owl#> |
IRIs belonging to the rdf, rdfs, xsd, and owl namespaces constitute the reserved vocabulary of OWL 2. As described in the following sections, the IRIs from the reserved vocabulary that are listed in Table 3 have special treatment in OWL 2. All IRIs from the reserved vocabulary not listed in Table 3 constitute the disallowed vocabulary of OWL 2 and MUST NOT be used in OWL 2 to name entities, ontologies, or ontology versions.
owl:backwardCompatibleWith | owl:bottomDataProperty | owl:bottomObjectProperty | owl:dateTime | owl:deprecated |
owl:incompatibleWith | owl:Nothing | owl:priorVersion | owl:rational | owl:real |
owl:realPlus | owl:Thing | owl:topDataProperty | owl:topObjectProperty | rdf:langPattern |
rdf:text | rdf:XMLLiteral | rdfs:comment | rdfs:isDefinedBy | rdfs:label |
rdfs:Literal | rdfs:seeAlso | xsd:anyURI | xsd:base64Binary | xsd:boolean |
xsd:byte | xsd:decimal | xsd:double | xsd:float | xsd:hexBinary |
xsd:int | xsd:integer | xsd:language | xsd:length | xsd:long |
xsd:maxExclusive | xsd:maxInclusive | xsd:maxLength | xsd:minExclusive | xsd:minInclusive |
xsd:minLength | xsd:Name | xsd:NCName | xsd:negativeInteger | xsd:NMTOKEN |
xsd:nonNegativeInteger | xsd:nonPositiveInteger | xsd:normalizedString | xsd:pattern | xsd:positiveInteger |
xsd:short | xsd:string | xsd:token | xsd:unsignedByte | xsd:unsignedInt |
xsd:unsignedLong | xsd:unsignedShort |
Several types of syntactic elements are commonly used in this document. Nonnegative integers are defined as usual.
nonNegativeInteger := 'a nonempty finite sequence of digits between 0 and 9'
Characters and strings are defined in the same way as in [RDF:TEXT]. A character is an atomic unit of communication. The structure of characters is not further specified in OWL 2, other than to note that each character has a Universal Character Set (UCS) code point [ISO/IEC 10646]. The set of available characters is assumed to be infinite, and is thus independent from the currently actual version of UCS. A string is a finite sequence of characters, and the length of a string is the number of characters in it. In this document, strings are written as specified in [RDF:TEXT]: they are enclosed in double quotes (U+22), and a subset of the escaping mechanism of the N-triples specification [RDF Test Cases] is used to encode strings containing quotes.
quotedString := 'a finite sequence of characters in which " (U+22) and \ (U+5C) occur only in pairs of the form \" (U+22, U+5C) and \\ (U+22, U+22), enclosed in a pair of " (U+22) characters'
Language tags are nonempty strings as defined in BCP 47 [BCP 47]. In this document, language tags are not enclosed in double quotes; however, this does not lead to parsing problems since, according to BCP 47, language tags contain neither whitespace nor the parenthesis characters ( (U+28) and ) (U+29).
languageTag := 'a nonempty (not quoted) string defined as specified in BCP 47 [BCP 47]'
Node IDs are borrowed from the N-Triples specification [RDF Test Cases].
nodeID := 'a node ID of the form _:name as specified in the N-Triples specification [RDF Test Cases]'
An OWL 2 ontology is an instance O of the Ontology class from the structural specification of OWL 2 shown in Figure 1 that satisfies certain conditions given below. The main component of an OWL 2 ontology is its set of axioms, the structure of which is described in more detail in Section 9. Because the association between an ontology and its axioms is a set, an ontology cannot contain two axioms that are structurally equivalent. Apart from the axioms, ontologies can also contain ontology annotations (as described in more detail in Section 3.5), and they can also import other ontologies (as described in Section 3.4).
The Structure of OWL 2 Ontologies
The following list summarizes all the conditions that O is required to satisfy to be an OWL 2 ontology.
An instance O of the Ontology class MAY have consistent declarations as specified in Section 5.8.2; however, this is not strictly necessary to make O an OWL 2 ontology.
Each ontology MAY have an ontology URI, which is used to identify an ontology. If an ontology has an ontology URI, the ontology MAY additionally have a version URI, which is used to identify the version of the ontology. The version URI MAY, but need not be equal to the ontology URI. An ontology without an ontology URI MUST NOT contain a version URI.
The following list provides conventions for choosing ontology URI and version URI in OWL 2 ontologies. This specification provides no mechanism for enforcing these constraints across the entire Web; however, OWL 2 tools SHOULD use them to detect problems in ontologies they process.
The ontology URI and the version URI together identify a particular version from an ontology series — the set of all the versions of a particular ontology identified using a common ontology URI. In each ontology series, exactly one ontology version is regarded as the current one. Structurally, a version of a particular ontology is an instance of the Ontology class from the structural specification. Ontology series are not represented explicitly in the structural specification of OWL 2—they exist only as a side-effect of the naming conventions described in this and the following sections.
An OWL 2 ontology is an abstract notion defined in terms of the structural specification. Each ontology is associated with an ontology document, which physically contains the ontology stored in a particular way. The name "ontology document" reflects the expectation that a large number of ontologies will be stored in physical text documents written in one of the syntaxes of OWL 2. OWL 2 tools, however, are free to devise other types of ontology documents — that is, to introduce other ways of physically storing ontologies.
Ontology documents are not represented in the structural specification of OWL 2, and the specification of OWL 2 makes only the following two assumptions about their nature:
An OWL 2 tool might publish an ontology as a text document written in the functional-style syntax (see Section 3.2.1) and accessible from the URI <http://www.example.com/ontology>. An OWL 2 tool could also devise a scheme for storing OWL 2 ontologies in a relational database. In such a case, each subset of the database representing the information about one ontology corresponds to one ontology document. To provide a mechanism for accessing these ontology documents, the OWL 2 tool should identify different database subsets with distinct URIs.
The ontology document of an ontology O SHOULD be accessible from the URIs determined by the following rules:
Thus, the document containing the current version of an ontology series with some URI OU SHOULD be accessible from OU. To access a particular version of OU, one needs to know that version's version URI VU; then, the ontology document SHOULD be accessible from VU.
An ontology document of an ontology that contains an ontology URI <http://www.example.com/my> but no version URI should be accessible from the URI <http://www.example.com/my>. In contrast, an ontology document of an ontology that contains an ontology URI <http://www.example.com/my> and a version URI <http://www.example.com/my/2.0> should be accessible from the URI <http://www.example.com/my/2.0>. In both cases, the ontology document should be accessible from the respective URIs using the HTTP protocol.
OWL 2 tools will often need to implement functionality such as caching or off-line processing, where ontology documents may be stored at addresses different from the ones dictated by their ontology URIs and version URIs. OWL 2 tools MAY implement a redirection mechanism: when a tool is used to access an ontology document at URI U, the tool MAY redirect U to a different URI DU and access the ontology document from there instead. The result of accessing the ontology document from DU MUST be the same as if the ontology were accessed from U. Furthermore, once the ontology document is converted into an ontology, the ontology SHOULD satisfy the three conditions from the beginning of this section in the same way as if it the ontology document were accessed from U. No particular redirection mechanism is specified — this is assumed to be implementation dependent.
To enable off-line processing, an ontology document that — according to the above rules — should be accessible from <http://www.example.com/my> might be stored in a file accessible from <file:///usr/local/ontologies/example.owl>. To access this ontology document, an OWL 2 tool might redirect the URI <http://www.example.com/my> and actually access the ontology document from <file:///usr/local/ontologies/example.owl>. The ontology obtained after accessing ontology document should satisfy the usual accessibility constraints: if the ontology contains only the ontology URI, then the ontology URI should be equal to <http://www.example.com/my>, and if the ontology contains both the ontology URI and the version URI, then one of them should be equal to <http://www.example.com/my>.
A functional-style syntax ontology document is a sequence of Unicode characters [UNICODE] accessible from some URI by means of the standard protocols such that its text matches the ontologyDocument production of the grammar defined in this specification document, and it can be converted into an ontology by means of the canonical parsing process described in Section 3.6 and other parts of this specification document. A functional-style syntax ontology document SHOULD use the UTF-8 encoding [RFC3629].
ontologyDocument := { prefixDefinition } Ontology
prefixDefinition := 'Namespace' '(' [ prefix ] '=' namespace ')'
Ontology :=
'Ontology' '(' [ ontologyURI [ versionURI ] ]
directlyImportsDocuments
ontologyAnnotations
axioms
')'
ontologyURI := URI
versionURI := URI
directlyImportsDocuments := { 'Import' '(' URI ')' }
axioms := { Axiom }
The following is a functional-style syntax ontology document containing an ontology with the ontology URI <http://www.example.com/ontology1>. This ontology imports an ontology whose ontology document should be accessed from <http://www.example.com/ontology2>, and it contains an ontology annotation providing a label for the ontology and a single subclass axiom.
Ontology(<http://www.example.com/ontology1>
Import(<http://www.example.com/ontology2>)
Annotation( rdfs:label "The example")
SubClassOf( a:Child a:Person )
)
Each part of the ontology document matching the prefixDefinition production associates a prefix with a namespace. An ontology document MUST contain at most one such definition per prefix and at most one such definition without a prefix, and it MUST NOT contain a definition for a prefix listed in Table 2. Prefix definitions are used during parsing to expand CURIEs in the ontology document — that is, parts of the ontology document matching the curie production — into full URIs as follows. The full URI obtained by this expansion MUST be a valid URI.
The conventions from Section 3.2 provide a simple mechanism for versioning OWL 2 ontologies. An ontology series is identified using an ontology URI, and each version in the series is assigned a different version URI. The ontology document of the ontology representing the current version of the series SHOULD be accessible from the ontology URI and, if present, at its version URI as well; the ontology documents of the previous versions SHOULD be accessible solely from their respective version URIs. When a new version O in the ontology series is created, the ontology document of O SHOULD replace the one acessible from the ontology URI (and it SHOULD also be accessible from its version URI).
The ontology document containing the current version of an ontology series might be accessible from the URI <http://www.example.com/my>, as well as from the version-specific URI <http://www.example.com/my/2.0>. When a new version is created, the ontology document of the previous version should remain accessible from <http://www.example.com/my/2.0>; the ontology document of the new version, called, say, <http://www.example.com/my/3.0>, should be made accessible from both <http://www.example.com/my> and <http://www.example.com/my/3.0>.
An OWL 2 ontology can import other ontologies in order to gain access to their entities, expressions, and axioms, thus providing the basic facility for ontology modularization.
Assume that one wants to describe research projects about diseases. Managing information about the projects and the diseases in the same ontology might be cumbersome. Therefore, one might create a separate ontology O about diseases and a separate ontology O' about projects. The ontology O' would import O in order to gain access to the classes representing diseases; this allows one to use the diseases from O when writing the axioms of O'.
From a physical point of view, an ontology contains a set of URIs, shown in Figure 1 as the directlyImportsDocuments association, that identify the ontology documents of the directly imported ontologies. These URIs SHOULD be interpreted as specified in Section 3.2 to access the ontology documents and convert them into ontologies; the result of this process determines the logical directly imports relation between ontologies, shown in Figure 1 as the directlyImports association. The logical imports relation between ontologies, shown in Figure 1 as the imports association, is the transitive closure of directly imports. In Figure 1, associations directlyImports and imports are shown as derived associations, since their values are derived from the value of the directlyImportsDocuments association; furthermore, ontology documents usually provide means to store the directlyImportsDocuments association, but not the directlyImports and imports associations.
The following functional-style syntax ontology document contains an ontology that directly imports an ontology contained in the ontology document accessible from URI <http://www.example.com/my/2.0>.
Ontology(<http://www.example.com/importing-ontology>
Import(<http://www.example.com/my/2.0>)
...
)
The URIs identifying the ontology documents of the directly imported ontologies can be redirected as described in Section 3.2. For example, in order to access the ontology document from a local cache, the ontology document <http://www.example.com/my/2.0> might be redirected to <file:///usr/local/ontologies/imported.v20.owl>. Note that this can be done without changing the ontology document of the importing ontology.
The import closure of an ontology O is a set containing O and all the ontologies that O imports. The import closure of O SHOULD NOT contain ontologies O1 and O2 such that
The axiom closure of an ontology O is the smallest set that contains all the axioms from each ontology O' in the import closure of O with all anonymous individuals renamed apart — that is, the anonymous individuals from different ontologies in the import closure of O are treated as being different; see Section 5.6.2 for further details.
An OWL 2 ontology contains a set of annotations. These can be used to associate information with an ontology — for example the ontology creator's name. As discussed in more detail in Section 10, each annotation consists of an annotation property and an annotation value, and the latter can be a literal, a URI, or an anonymous individual. Ontology annotations do not affect the logical meaning of the ontology.
ontologyAnnotations := { Annotation }
OWL 2 provides several built-in annotation properties for ontology annotations. The usage of these annotation properties on entities other than ontologies is discouraged.
Many OWL 2 tools need to support ontology parsing — the process of converting an ontology document written in a particular syntax into an OWL 2 ontology. In order to be able to instantiate the appropriate classes from the structural specification, the ontology parser sometimes needs to know which URIs are used in the ontology as entities of which type. This typing information is extracted from declarations — axioms that associate URIs with entity types. Please refer to Section 5.8 for more information about declarations.
An ontology parser for the ontology documents written in functional-style syntax might encounter the following axiom:
SubClassOf ( a:Father SomeValuesFrom( a:parentOf a:Child ) )
From this axiom alone, it is not clear whether a:parentOf is an object or a data property, and whether a:Child is a class or a datatype. In order to disambiguate the types of these URIs, the parser needs to look at the declarations in the ontology document being parsed, as well as those in the directly or indirectly imported ontology documents.
In OWL 2 there is no requirement for a declaration of an entity to physically precede the entity's usage in ontology documents; furthermore, declarations for entities can be placed in imported ontology documents and imports are allowed to be cyclic. In order to precisely define the result of ontology parsing, this specification defines the notion of canonical parsing. An OWL 2 parser MAY implement parsing in any way it chooses, as long as it produces a result that is structurally equivalent to the result of canonical parsing.
An OWL 2 ontology ODGU corresponding to an ontology document DGU accessible at a given URI GU can be obtained using the following canonical parsing process. All steps of this process MUST be successfully completed.
It is important to understand that canonical parsing merely defines the result of the parsing process, and that a "smart" implementation of OWL 2 MAY optimize this process in numerous ways. In order to enable efficient parsing, OWL 2 implementations are encouraged to write ontologies into documents by placing all URI declarations before the axioms that use these URIs; however, this is not required for conformance.
A "smart" parser for the functional-style syntax of OWL 2 can parse the ontology in a single pass when the declarations for the URIs are placed in the text of O physically before the URIs are used. Similarly, a "smart" parser can optimize the handling of imported ontologies in cases when the import relation between the ontologies is acyclic.
OWL 2 ontologies can contain values with built-in semantics, such as strings or integers. Such values are often called concrete, in order to distinguish them from the abstract values which are modeled using classes and individuals. Each kind of such values is called a datatype, and the set of all supported datatypes is called a datatype map. A datatype map is not a syntactic construct that is included in OWL 2 ontologies; therefore, it is not included in the structural specification of OWL 2. Each datatype in a datatype map is identified by a URI, and it can be used in an OWL 2 ontology as described in Section 5.2.
More precisely, a datatype map is a 6-tuple D = ( NDT , NLS , NFS , ⋅ DT , ⋅ LS , ⋅ FS ) with the following components.
To include a datatype DT into a datatype map, one thus needs to provide the lexical space NLS(DT), the facet space NFS(DT), the value space (DT)DT, the data value (〈 LV DT 〉)LS for each LV ∈ NLS(DT), and a facet value (〈 F V 〉)FS for each 〈 F V 〉 ∈ NFS(DT). Such a specification is often identified with DT and is usually also called a datatype; the intended meaning of the term "datatype" is expected to be clear from the context.
The OWL 2 datatype map consists of datatypes described in the rest of this section, most of which are based on XML Schema Datatypes, version 1.1 [XML Schema Datatypes]. The definitions of these datatypes in OWL 2 are largely the same as in XML Schema; however, there are minor differences, all of which are clearly identified in the following sections. These differences were introduced mainly to align the semantics of OWL 2 datatypes with practical use cases.
As shown in the OWL 2 Direct Semantics [OWL 2 Direct Semantics], the semantic consequences of an ontology depend exclusively on the set of actually used datatypes. Implementations are therefore free to extend the datatype map described in this section with extra datatypes without affecting the consequences of OWL 2 ontologies that do not use these datatypes.
OWL 2 provides a rich set of datatypes, listed in Table 4, for representing various kinds of numbers.
Value Spaces. The value spaces of all numeric datatypes are shown in Table 4. The value space of owl:realPlus contains the value spaces of all other numeric datatypes. The special values -0, +INF, -INF, and NaN are not identical to any number. In particular, -0 is not a real number and it is not identical to real number zero; to stress this distinction, the real number zero is often called a positive zero, written +0.
Datatype | Value Space |
---|---|
owl:realPlus | the set of all real numbers extended with four special values -0 (negative zero), +INF (positive infinity), -INF (negative infinity), and NaN (not-a-number) |
owl:real | the set of all real numbers |
owl:rational | the set of all rational numbers |
xsd:double | the four special values -0, +INF, -INF, and NaN, plus the set of all real numbers of the form m × 2e where m is an integer whose absolute value is less than 253 and e is an integer between -1075 and 970, inclusive |
xsd:float | the four special values -0, +INF, -INF, and NaN, plus the set of all real numbers of the form m × 2e where m is an integer whose absolute value is less than 224 and e is an integer between -149 and 104, inclusive |
xsd:decimal | the set of all real numbers of the form i × 10-n where i is an integer and n is a nonnegative integer |
xsd:integer | the set of all integers |
xsd:nonNegativeInteger | the set of all nonnegative integers |
xsd:nonPositiveInteger | the set of all negative integers plus (positive) zero |
xsd:positiveInteger | the set of all positive integers |
xsd:negativeInteger | the set of all negative integers |
xsd:long | the set of all integers between -9223372036854775808 and 9223372036854775807, inclusive |
xsd:int | the set of all integers between -2147483648 and 2147483647, inclusive |
xsd:short | the set of all integers between -32768 and 32767, inclusive |
xsd:byte | the set of all integers between -128 and 127, inclusive |
xsd:unsignedLong | the set of all integers between 0 and 18446744073709551615, inclusive |
xsd:unsignedInt | the set of all integers between 0 and 4294967295, inclusive |
xsd:unsignedShort | the set of all integers between 0 and 65535, inclusive |
xsd:unsignedByte | the set of all integers between 0 and 255, inclusive |
Feature At Risk #1: owl:rational support
Note: This feature is "at risk" and may be removed from this specification based on feedback. Please send feedback to public-owl-comments@w3.org.
The owl:rational datatype might be removed from OWL 2 if implementation experience reveals problems with supporting this datatype.
Lexical Spaces. Datatypes owl:realPlus and owl:real do not directly provide any lexical values.
The owl:rational datatype supports lexical values defined by the following grammar (whitespace within the grammar MUST be ignored and MUST NOT be included in the lexical values of owl:dateTime, and single quotes are used to introduce terminal symbols):
numerator '/' denominator
where numerator is an integer with the syntax as specified for the xsd:integer datatype, and denominator is a positive, nonzero integer with the syntax as specified for the xsd:integer datatype, not containing the plus sign. Each such lexical value of owl:rational is mapped to the rational number obtained by dividing numerator by denominator.
For DT a datatype from XML schema, lexical values of DT are defined as specified in XML Schema Datatypes [XML Schema Datatypes]. Furthermore, each pair 〈 "abc" DT 〉 is assigned a data value by interpreting "abc" as specified in XML Schema Datatypes [XML Schema Datatypes] for DT.
The lexical values of owl:rational, xsd:decimal, and the datatypes derived from xsd:integer are mapped to arbitrarily large and arbitrarily precise numbers. An OWL 2 implementation MAY support all such lexical values; however, it MUST support at least the following core lexical values, which can easily be mapped to the primitive values commonly found in modern implementation platforms:
Feature At Risk #2: xsd:decimal precision
Note: This feature is "at risk" and may be removed from this specification based on feedback. Please send feedback to public-owl-comments@w3.org.
The new XML Schema spec contains an acknowledged editorial error in the definition of core lexical values for xsd:decimal. This document will be updated to state that core decimal lexical values are those that can be expressed with sixteen decimal digits, as is stated here. This document will be updated to use the wording in the XML Schema spec if the change there is made in time.
Equality and Ordering. The facet space of the numeric datatypes are based on the following definitions of equality and ordering.
The equality = is the smallest symmetric relation on the value space of owl:realPlus such that all of the following conditions hold:
Note that NaN is not equal to itself; furthermore, even though -0 is equal to +0, it is not identical to it.
To understand the distinction between identity and equality, consider the following example ontology:
PropertyAssertion( a:Meg a:numberOfChildren "+0"^^xsd:float ) | The value of a:numberOfChildren for a:Meg is +0. |
PropertyAssertion( a:Meg a:numberOfChildren "-0"^^xsd:float ) | The value of a:numberOfChildren for a:Meg is -0. |
FunctionalProperty( a:numberOfChildren ) | An individual can have at most one value for a:numberOfChildren. |
The last axiom states that no individual should have more than one distinct value for a:numberOfChildren. Even though positive and negative zeros are equal, they are distinct values; hence, the first two axioms violate the restriction of the last axiom, which leads to inconsistency.
The ordering < is the smallest relation on the value space of owl:realPlus such that all of the following conditions hold:
Note that +0 is a real number and is thus covered by the first two cases.
According to the above definition, the subset of the value space of owl:realPlus between -1 and 1 contains both +0 and -0.
Facet Space. The facet space of each numeric datatype DT is shown in Table 5.
Pair | Facet Value |
---|---|
〈 xsd:minInclusive V 〉 where V is from the value space of owl:realPlus | the set of all numbers x ∈ (DT)DT such that x = V or x > V |
〈 xsd:maxInclusive V 〉 where V is from the value space of owl:realPlus | the set of all numbers x ∈ (DT)DT such that x = V or x < V |
〈 xsd:minExclusive V 〉 where V is from the value space of owl:realPlus | the set of all numbers x ∈ (DT)DT such that x > V |
〈 xsd:maxExclusive V 〉 where V is from the value space of owl:realPlus | the set of all numbers x ∈ (DT)DT such that x < V |
Relationship with XML Schema. Numeric datatypes in OWL 2 differ from the numeric datatypes of XML Schema [XML Schema Datatypes] in the following aspects:
In other respects, the numeric datatypes of OWL 2 are aligned with the definitions of XML Schema Datatypes [XML Schema Datatypes].
OWL 2 uses the rdf:text datatype for the representation of strings in a particular language. The definitions of the value space, the lexical space, the facet space, and the necessary mappings are given in [RDF:TEXT].
In addition, OWL 2 supports the following XML Schema Datatypes [XML Schema Datatypes]:
As recommended in [RDF:TEXT], the value spaces of these datatypes are subsets of the value space of rdf:text; please refer to [RDF:TEXT] for a precise definition.
The xsd:boolean datatype allows for the representation of Boolean values.
Value Space. The value space of xsd:boolean is the set containing exactly the two values true and false. These values are not contained in the value space of any other datatype.
Lexical Space. The xsd:boolean datatype supports the following lexical values:
Facet Space. The xsd:boolean datatype does not support any constraining facets.
Datatypes xsd:hexBinary and xsd:base64Binary allow for the representation of binary data. The two datatypes are the same apart from fact that they support a different syntactic representation for lexical values.
Value Spaces. The value space of both xsd:hexBinary and xsd:base64Binary is the set of finite sequences of octets — integers between 0 and 255, inclusive.
Lexical Spaces. The lexical values of the xsd:hexBinary and xsd:base64Binary datatypes are strings of the form "abc", whose structure is specified in Sections 3.3.16 and 3.3.17 of XML Schema Datatypes [XML Schema Datatypes], respectively. The lexical values are mapped to data values as specified in XML Schema Datatypes [XML Schema Datatypes].
Facet Space. The facet space of the xsd:hexBinary and xsd:base64Binary datatypes is shown in Table 6.
Pair | Facet Value |
---|---|
〈 xsd:minLength V 〉 where V is a nonnegative integer | the set of finite sequences of octets of length at least V |
〈 xsd:maxLength V 〉 where V is a nonnegative integer | the set of finite sequences of octets of length at most V |
〈 xsd:length V 〉 where V is a nonnegative integer | the set of finite sequences of octets of length exactly V |
The xsd:anyURI datatype allows for the representation of Uniform Resource Identifiers.
Value Space. The value space of xsd:anyURI is the set URIs as defined in XML Schema Datatypes [XML Schema Datatypes]. Although each URI has a string representation, the value space of xsd:anyURI is disjoint with the value space of xsd:string. The string representation of URIs, however, can be described by a regular expression, so the value space of xsd:anyURI is isomorphic to the value space of xsd:string restricted with a suitable regular expression.
Lexical Space. The lexical values of the xsd:anyURI datatype and their mapping to data values are defined in Section 3.3.18 of XML Schema Datatypes [XML Schema Datatypes].
Note that the lexical values of xsd:anyURI include relative URIs. If an OWL 2 syntax employs rules for the resolution of relative URIs (e.g., the OWL 2 XML Syntax [OWL 2 XML Syntax] uses xml:base for that purpose), such rules do not apply to xsd:anyURI lexical values that represent relative URIs; that is, the lexical values representing relative URIs MUST be parsed as they are.
Facet Space. The facet space of the xsd:anyURI datatype is shown in Table 7.
Pair | Facet Value |
---|---|
〈 xsd:minLength V 〉 where V is a nonnegative integer | the set of URIs U ∈ (xsd:anyURI)DT such that the length of the string representation of U is at least V |
〈 xsd:maxLength V 〉 where V is a nonnegative integer | the set of URIs U ∈ (xsd:anyURI)DT such that the length of the string representation of U is at most V |
〈 xsd:length V 〉 where V is a nonnegative integer | the set of URIs U ∈ (xsd:anyURI)DT such that the length of the string representation of U is exactly V |
〈 xsd:pattern V 〉 where V is a string regular expression with the syntax as in Section F of XML Schema Datatypes [XML Schema Datatypes] | the set of URIs U ∈ (xsd:anyURI)DT whose string representation matches the regular expression V |
OWL 2 provides the owl:dateTime datatype for the representation of time instants. This datatype is equivalent to the xsd:dateTime datatype of XML Schema Datatypes [XML Schema Datatypes] with a required timezone.
Feature At Risk #3: owl:dateTime name
Note: This feature is "at risk" and may be removed from this specification based on feedback. Please send feedback to public-owl-comments@w3.org.
The name owl:dateTime is currently a placeholder. XML Schema 1.1 Working Group will introduce a datatype for date-time with required timezone. Once this is done, owl:dateTime will be changed to whatever name XML Schema chooses. If the schedule of the XML Schema 1.1 Working Group slips the OWL 2 Working Group will consider possible alternatives.
Value Space. The value space of owl:dateTime is the set of numbers, where each number x represents the time instant occurring x seconds after the first time instant of the 1st of January 1 AD in the proleptic Gregorian calendar [ISO 8601:2004] (i.e., the calendar in which the Gregorian dates are retroactively applied to the dates preceding the introduction of the Gregorian calendar). This set can be seen as a "copy" of the set of real numbers — that is, it is disjoint with but isomorphic to the value space of owl:real. For simplicity, the elements from this set can be identified with real numbers.
Lexical Space. The owl:dateTime datatype supports lexical values defined by the following grammar (whitespace within the grammar MUST be ignored and MUST NOT be included in the lexical values of owl:dateTime, and single quotes are used to introduce terminal symbols):
year '-' month '-' date 'T' hour ':' minute ':' second timezone
The components of the this string are as follows:
Each such lexical value is assigned a data value as specified by the following function, where div represents integer division and mod is the remainder of integer division. This mapping does not take into account leap seconds: leap seconds will be introduced in UTC as deemed necessary in future; since the precise date when this will be done is not known, the OWL 2 specification ignores leaps seconds.
dataValue(year, month, day, hour, minutes, seconds, timezone) = | |
31536000 × (year-1) + | # convert all previous years to seconds |
86400 × ( (year-1) div 400 - (year-1) div 100 + (year-1) div 4) + | # adjust for leap years |
86400 × Summ < month daysInMonth(year, m) + | # add the duration of each month |
86400 × (day-1) + | # add the duration of the previous days |
3600 × hour + 60 × (minutes - timezone) + seconds | # add the current time |
daysInMonth(y, m) = | |
28 | if m = 2 and [ (y mod 4 ≠ 0) or (y mod 100 = 0 and y mod 400 ≠ 0) ] |
29 | if m = 2 and [ (y mod 400 = 0) or (y mod 4 = 0 and y mod 100 ≠ 0) ] |
30 | if m ∈ { 4, 6, 9, 11 } |
31 | if m ∈ { 1, 3, 5, 7, 8, 10, 12 } |
Lexical values of owl:dateTime can represent an arbitrary date. An OWL 2 implementation MAY support all such lexical values; however, it MUST support at least all lexical values in which the absolute value of the year component is less than 10000 (i.e., whose representation requires at most four digits), and in which the second component is a number with at most three decimal digits.
Facet Space. The facet space of the owl:dateTime datatype is shown in Table 8.
Pair | Facet Value |
---|---|
〈 xsd:minInclusive V 〉 where V is from the value space of owl:dateTime | the set of all time instants x ∈ (owl:dateTime)DT such that x = V or x > V |
〈 xsd:maxInclusive V 〉 where V is from the value space of owl:dateTime | the set of all time instants x ∈ (owl:dateTime)DT such that x = V or x < V |
〈 xsd:minExclusive V 〉 where V is from the value space of owl:dateTime | the set of all time instants x ∈ (owl:dateTime)DT such that x > V |
〈 xsd:maxExclusive V 〉 where V is from the value space of owl:dateTime | the set of all time instants x ∈ (owl:dateTime)DT such that x < V |
OWL 2 uses the rdf:XMLLiteral datatype for the representation of XML content in OWL 2 ontologies. The definitions of the value space, the lexical space, and the mapping from the lexical to the value space are given in Section 5.1 of the RDF specification [RDF]. The rdf:XMLLiteral datatype supports no constraining facets.
Feature At Risk #4: rdf:XMLLiteral support
Note: This feature is "at risk" and may be removed from this specification based on feedback. Please send feedback to public-owl-comments@w3.org.
The rdf:XMLLiteral datatype might be removed from OWL 2 if implementation experience reveals problems with supporting this datatype.
Entities are the fundamental building blocks of OWL 2 ontologies, and they define the vocabulary — the named terms — of an ontology. In logic, the set of entities is usually said to constitute the signature of an ontology. Apart from entities, OWL 2 ontologies typically also contain literals, such as strings or integers.
The structure of entities and literals in OWL 2 is shown in Figure 2. Classes, datatypes, object properties, data properties, annotation properties, and named individuals are entities, and they are all uniquely identified by a URI. Classes can be used to model sets of individuals; datatypes are sets of literals such as strings or integers; object and data properties can be used to represent relationships in the modeled domain; annotation properties can be used to associate nonlogical information with ontologies, axioms, and entities; and named individuals can be used to represent actual objects from the domain being modeled. Apart from named individuals, OWL 2 also provides for anonymous individuals — that is, individuals that are analogous to blank nodes in RDF [RDF Syntax] and that are accessible only from within the ontology they are used in. Finally, OWL 2 provides for literals, which consist of a lexical value and a datatype specifying how to interpret this value.
The Hierarchy of Entities in OWL 2
Classes can be understood as sets of individuals.
Class := URI
URIs used to identify classes MUST NOT be in the reserved vocabulary, apart from owl:Thing and owl:Nothing, which are available in OWL 2 as built-in classes with a predefined semantics.
Classes a:Child and a:Person can be used to model the set of all children and persons, respectively, in the application domain, and they can be used in an axiom such as the following one:
SubClassOf( a:Child a:Person ) | Each child is a person. |
Datatypes are entities that refer to sets of values described by a datatype map (see Section 4). Thus, datatypes are analogous to classes, the main difference being that the former contain values such as strings and numbers, rather than individuals. Datatypes are a kind of data ranges, which allows them to be used in restrictions. All datatypes have arity one. The built-in datatype rdfs:Literal denotes any set that contains the union of the value spaces of all datatypes in the datatype map. Each datatype other than rdfs:Literal MUST belong to the datatype map.
Datatype := URI
The datatype xsd:integer denotes the set of all integers. It can be used in axioms such as the following one:
PropertyRange( a:hasAge xsd:integer ) | The range of the a:hasAge property is xsd:integer. |
Object properties connect pairs of individuals.
ObjectProperty := URI
URIs used to identify object properties MUST NOT be in the reserved vocabulary, apart from owl:topObjectProperty and owl:bottomObjectProperty, which are available in OWL 2 as built-in object properties with a predefined semantics.
The object property a:parentOf can be used to represent the parenthood relationship between individuals. It can be used in axioms such as the following one:
PropertyAssertion( a:parentOf a:Peter a:Chris ) | Peter is a parent of Chris. |
Data properties connect individuals with literals. In some knowledge representation systems, functional data properties are called attributes.
DataProperty := URI
URIs used to identify data properties MUST NOT be in the reserved vocabulary, apart from owl:topDataProperty and owl:bottomDataProperty, which are are available in OWL 2 as built-in data properties with a predefined semantics.
The data property a:hasName can be used to associate a name with each person. It can be used in axioms such as the following one:
PropertyAssertion( a:hasName a:Peter "Peter Griffin" ) | Peter's name is "Peter Griffin". |
Annotation properties can be used to provide an annotation for an ontology, axiom, or a URI. The structure of annotations is further described in Section 10.
AnnotationProperty := URI
URIs used to identify annotation properties MUST NOT be in the reserved vocabulary, apart from the following URIs from the reserved vocabulary, which are are available in OWL 2 as built-in annotation properties.
The comment provided by the following annotation assertion axiom might, for example, be used by an OWL 2 tool to display additional information about the URI a:Peter.
AnnotationAssertion( rdfs:comment a:Peter "The father of the Griffin family from Quahog." ) | This axiom provides a comment for the URI a:Peter. |
Individuals represent actual objects from the domain being modeled. There are two types of individuals in OWL 2. Named individuals are given an explicit name that can be used in any ontology in the import closure to refer to the same individual. Anonymous individuals are local to the ontology they are contained in.
Individual := NamedIndividual | AnonymousIndividual
Named individuals are identified using a URI. Since they are given a URI, named individuals are entities. URIs used to identify named individuals MUST NOT be in the reserved vocabulary.
NamedIndividual := URI
The individual a:Peter can be used to represent a particular person. It can be used in axioms such as the following one:
ClassAssertion( a:Person a:Peter ) | Peter is a person. |
If an individual is not expected to be used outside an ontology, one can model it as an anonymous individual, which is identified by a local node ID. Anonymous individuals are analogous to blank nodes in RDF [RDF Syntax].
AnonymousIndividual := nodeID
Anonymous individuals can be used, for example, to represent objects whose identity is of no relevance, such as the address of a person.
PropertyAssertion( a:livesAt a:Peter _:1 ) | Peter lives at some (unknown) address. |
PropertyAssertion( a:city _:1 a:Quahog ) | This unknown address is in the city of Quahog and... |
PropertyAssertion( a:state _:1 a:RI ) | ...in the state of Rhode Island. |
Special treatment is required in case anonymous individuals with the same node ID occur in two different ontologies. In particular, these two individuals are structurally equivalent (because they have the same node ID); however, they are treated as different individuals in the semantics of OWL 2 (because anonymous individuals are local to an ontology they are used in). The latter is achieved by renaming anonymous individuals apart in the axiom closure of an ontology O: when constructing the axiom closure of O, if anonymous individuals with the same node ID occur in two different ontologies in the import closure of O, then one of these individuals MUST be replaced in the respective ontology with a fresh anonymous individual (i.e., with an anonymous individual having a globally unique node ID).
Assume that ontologies O1 and O2 both use _:a5, and that O1 imports O2. Although they both use the same local node ID, the individual _:a5 in O1 may be different from the individual _:a5 in O2.
At the level of the structural specification, individual _:a5 in O1 is structurally equivalent to individual _:a5 in O2. This might be important, for example, for tools that use structural equivalence to define the semantics of axiom retraction.
In order to ensure that these individuals are treated differently by the semantics they are renamed apart when computing the axiom closure of O1 — either _:a5 in O1 is replaced with a fresh anonymous individual, or this is done for _:a5 in O2.
Literals represent values such as particular strings or integers. They are analogous to literals in RDF [RDF Syntax] and can also be understood as individuals denoting known data values. Each literal consists of a lexical value, which is a string, and a datatype. The lexical value MUST conform to restrictions as specified by the datatype in the datatype map. The datatype map also determines how the literal is mapped to the actual data value. The datatypes and literals supported in OWL 2 are described in more detail in Section 4.
Literals are generally written in the functional-style syntax as "abc"^^datatypeURI. The functional-style also supports the abbreviations for common types of text literals [RDF:TEXT], and OWL 2 implementations SHOULD use these abbreviated forms whenever possible. These abbreviations are purely syntactic shortcuts and are thus not reflected in the structural specification of OWL 2.
Literal := typedLiteral | abbreviatedXSDStringLiteral | abbreviatedRDFTextLiteral
typedLiteral := lexicalValue '^^' Datatype
lexicalValue := quotedString
abbreviatedXSDStringLiteral := quotedString
abbreviatedRDFTextLiteral := quotedString '@' languageTag
"1"^^xsd:integer is a literal that represents the integer 1.
"Family Guy" is an abbreviation for "Family Guy"^^xsd:string — a literal with the lexical value "Family Guy" and the datatype xsd:string.
"Padre de familia"@es is an abbreviation for the literal "Padre de familia@es"^^rdf:text — a literal denoting a pair consisting of the string "Padre de familia" and the language tag es denoting the Spanish language.
Two literals are structurally equivalent if and only if both the lexical value and the datatype are structurally equivalent; that is, literals denoting the same data value are structurally different if either their lexical value or the datatype is different.
Even through literals "1"^^xsd:integer and "+1"^^xsd:integer are interpreted as the integer 1, these two literals are not structurally equivalent because their lexical values are not the same. Similarly, "1"^^xsd:integer and "1"^^xsd:positiveInteger are not structurally equivalent because their datatypes are not the same.
Each URI U used in an OWL 2 ontology O can, and sometimes even must, be declared in O; roughly speaking, this means that the axiom closure of O must contain an appropriate declaration for U. A declaration for U in O serves two purposes:
An ontology might contain a declaration for the URI a:Person and state that this URI is a class. Such a declaration states that a:Person exists in the ontology and it states that the URI is used as a class. An ontology editor might use declarations to implement functions such as "Add New Class".
In OWL 2, declarations are a type of axiom; thus, to declare an entity in an ontology, one can simply include the appropriate axiom in the ontology. These axioms are nonlogical in the sense that they do not affect the direct semantics of an OWL 2 ontology [OWL 2 Direct Semantics]. The structure of entity declarations is shown in Figure 3.
Entity Declarations in OWL 2
Declaration := 'Declaration' '(' axiomAnnotations Entity ')'
Entity :=
'Class' '(' Class ')' |
'Datatype' '(' Datatype ')' |
'ObjectProperty' '(' ObjectProperty ')' |
'DataProperty' '(' DataProperty ')' |
'AnnotationProperty' '(' AnnotationProperty ')' |
'NamedIndividual' '(' NamedIndividual ')'
The following axioms state that the URI a:Person is used as a class and that the URI a:Peter is used as an individual.
Declaration( Class( a:Person ) )
Declaration( NamedIndividual( a:Peter ) )
Declarations for the built-in entities of OWL 2, listed in Table 9, are implicitly present in every OWL 2 ontology.
Declaration( Class( owl:Thing ) ) | |
Declaration( Class( owl:Nothing ) ) | |
Declaration( ObjectProperty( owl:topObjectProperty ) ) | |
Declaration( ObjectProperty( owl:bottomObjectProperty ) ) | |
Declaration( DataProperty( owl:topDataProperty ) ) | |
Declaration( DataProperty( owl:bottomDataProperty ) ) | |
Declaration( Datatype( rdfs:Literal ) ) | |
Declaration( Datatype( U ) ) | for each URI U of a datatype in the datatype map (see Section 4) |
Declaration( AnnotationProperty( U ) ) | for each URI U of a built-in annotation property listed in Section 5.5 |
Let Ax be a set of axioms. A URI U is declared to be of type T in Ax if a declaration axiom of type T for U is contained in Ax or in the set of built-in declarations listed in Table 9. The set Ax satisfies the typing constraints of OWL 2 if all of the following conditions are satisfied:
The axiom closure Ax of each OWL 2 ontology O MUST satisfy the typing constraints of OWL 2.
The typing constraints thus ensure that the sets of URIs used as object, data, and annotation properties in O are disjoint and that, similarly, the sets of URIs used as classes and datatypes in O are disjoint as well. These constraints are used for disambiguating the types of URIs when reading ontologies from external transfer syntaxes. All other declarations are optional.
A URI U can be used as an individual in O even if U is not declared as an individual in O.
Declarations are often omitted in the examples in this document in cases where the types of entities are clear.
Although declarations are optional for the most part, they can be used to catch obvious errors in ontologies.
The following ontology erroneously refers to the individual a:Petre instead of the individual a:Peter.
Ontology(<http://www.my.domain.com/example>
ClassAssertion( a:Person a:Petre )
)
There is no way of telling whether a:Petre was used by mistake. If, in contrast, all individuals in an ontology were by convention required to be declared, this error could be caught by a simple tool.
An ontology O is said to have consistent declarations if each URI U occurring in the axiom closure of O in position of an entity with a type T is declared in O as having type T. OWL 2 ontologies are not required to have consistent declarations: an ontology MAY be used even if its declarations are not consistent.
The ontology from the previous example fails this check: a:Petre is used as an individual but the ontology does not declare a:Petre to be an individual, and similarly for a:Person. In contrast, the following ontology satisfies this condition.
Ontology(<http://www.my.domain.com/example>
Declaration( Class( a:Person ) )
Declaration( NamedIndividual( a:Peter ) )
ClassAssertion( a:Person a:Peter )
)
According to the typing constraints from Section 5.8.1, a URI U can be used in an OWL 2 ontology to refer to more than one type of entity. Such usage of U is often called metamodeling, because it can be used to state facts about classes and properties themselves. In such cases, the entities that share the same URI U should be understood as different "views" of the same underlying notion identified by the URI U.
Consider the following ontology.
ClassAssertion( a:Dog a:Brian ) | Brian is a dog. |
ClassAssertion( a:Species a:Dog ) | Dog is a species. |
In the first axiom, the URI a:Dog is used as a class, while in the second axiom, it is used as an individual; thus, the class a:Species acts as a metaclass for the class a:Dog. The individual a:Dog and the class a:Dog should be understood as two "views" of one and the same URI — a:Dog. Under the OWL 2 Direct Semantics [OWL 2 Direct Semantics], these two views are interpreted independently: the class view of a:Species is interpreted as a unary predicate, while the individual view of a:Species is interpreted as a constant.
Both metamodeling and annotations provide means to associate additional information with classes and properties. The following rule-of-the-thumb can be used to determine when to use which construct:
Consider the following ontology.
ClassAssertion( a:Dog a:Brian ) | Brian is a dog. |
ClassAssertion( a:PetAnimals a:Dog ) | Dogs are pet animals. |
AnnotationAssertion( a:addedBy a:Dog "Seth MacFarlane" ) | The URI a:Dog has been added to the ontology by Seth MacFarlane. |
The facts that Brian is a dog and that dogs are pet animals are statements about the domain being modeled. Therefore, these facts are represented in the above ontology via metamodeling. In contrast, the information about who added the URI a:Dog to the ontology does not describe the actual domain being modeled, but might be interesting from a management point of view. Therefore, this information is represented using an annotation.
Properties can be used in OWL 2 to form property expressions.
Object properties can by used in OWL 2 to form object property expressions. They are represented in the structural specification of OWL 2 by ObjectPropertyExpression, and their structure is shown in Figure 4.
Object Property Expressions in OWL 2
As one can see from the figure, OWL 2 supports only two kinds of object property expressions. Object properties are the simplest form of object property expressions, and inverse object properties allow for bidirectional navigation in class expressions and axioms.
ObjectPropertyExpression := ObjectProperty | InverseObjectProperty
An inverse object property expression InverseOf( P ) connects an individual I1 with I2 if and only if the object property P connects I2 with I1.
InverseObjectProperty := 'InverseOf' '(' ObjectProperty ')'
Consider the ontology consisting of the following assertion.
PropertyAssertion( a:fatherOf a:Peter a:Stewie ) | Peter is the father of Stewie. |
This ontology entails that a:Stewie is connected via InverseOf( a:fatherOf ) to a:Peter.
For symmetry with object property expressions, the structural specification of OWL 2 also introduces the notion of data property expressions, as shown in Figure 5. The only allowed data property expression is a data property; thus, DataPropertyExpression in the structural specification of OWL 2 can be seen as a place-holder for possible future extensions.
Data Property Expressions in OWL 2
DataPropertyExpression := DataProperty
Datatypes, such as strings or integers, can be used to express data ranges — sets of tuples of literals. Each data range is associated with a positive arity, which determines the size of the tuples in the data range. All datatypes have arity one. This specification currently does not define data ranges of arity more than one; however, by allowing for n-ary data ranges, the syntax of OWL 2 provides a "hook" allowing implementations to introduce extensions such as comparisons and arithmetic.
Data ranges can be used in restrictions on data properties, as discussed in Sections 8.4 and 8.5. The structure of data ranges in OWL 2 is shown in Figure 6. The simplest data ranges are datatypes. The DataIntersectionOf, DataUnionOf, and DataComplementOf data ranges provide for the standard set-theoretic operations on data ranges; in logical languages these are usually called conjunction, disjunction, and negation, respectively. The DataOneOf data range consists of exactly the specified set of literals. Finally, the DatatypeRestriction data range restricts the value space of a datatype by a constraining facet.
Data Ranges in OWL 2
DataRange :=
Datatype |
DataIntersectionOf |
DataUnionOf |
DataComplementOf |
DataOneOf |
DatatypeRestriction
An intersection data range IntersectionOf( DR1 ... DRn ) contains all data values that are contained in the value space of every data range DRi for 1 ≤ i ≤ n. All data ranges DRi must be of the same arity.
DataIntersectionOf := 'IntersectionOf' '(' DataRange DataRange { DataRange } ')'
The data range IntersectionOf( xsd:nonNegativeInteger xsd:nonPositiveInteger ) contains exactly the integer 0.
A union data range UnionOf( DR1 ... DRn ) contains all data values that are contained in the value space of at least one data range DRi for 1 ≤ i ≤ n. All data ranges DRi must be of the same arity.
DataUnionOf := 'UnionOf' '(' DataRange DataRange { DataRange } ')'
The data range UnionOf( xsd:string xsd:integer ) contains all strings and all integers.
A complement data range ComplementOf( DR ) contains all literals that are not contained in the data range DR.
DataComplementOf := 'ComplementOf' '(' DataRange ')'
The complement data range ComplementOf( xsd:positiveInteger ) consists of literals that are not positive integers. In particular, this data range contains the integer zero and all negative integers; however, it also contains all strings (since strings are not positive integers).
An enumeration of literals OneOf( lt1 ... ltn ) contains exactly the explicitly specified literals lti with 1 ≤ i ≤ n.
DataOneOf := 'OneOf' '(' Literal { Literal } ')'
The enumeration of literals OneOf( "Peter" "1"^^xsd:integer ) contains exactly two literals: the string "Peter" and the integer one.
A datatype restriction DatatypeRestriction( DT F1 lt1 ... Fn ltn ) consists of a unary datatype DT and n pairs 〈 Fi lti 〉. Let vi be the data values of the corresponding literals lti. Each pair 〈 Fi vi 〉 MUST be contained in the facet space of DT in the datatype map (see Section 4). The resulting unary data range is obtained by restricting the value space of DT according to the semantics of all 〈 Fi vi 〉 (multiple pairs are interpreted conjunctively).
DatatypeRestriction := 'DatatypeRestriction' '(' Datatype constrainingFacet restrictionValue { constrainingFacet restrictionValue } ')'
constrainingFacet := URI
restrictionValue := Literal
The data range DatatypeRestriction( xsd:integer xsd:minInclusive "5"^^xsd:integer xsd:maxExclusive "10"^^xsd:integer ) contains exactly the integers 5, 6, 7, 8, and 9.
In OWL 2, classes and property expressions are used to construct class expressions, sometimes also called descriptions, and, in the description logic literature, complex concepts. Class expressions represent sets of individuals by formally specifying conditions [OWL 2 Direct Semantics] on the individuals' properties; individuals satsifying these conditions are said to be instances of the respective class expressions. In the structural specification of OWL 2, class expressions are represented by ClassExpression.
A class expression can be used to represent the set of "people that have at least one child". If an ontology additionally contains statements that "Peter is a person" and that "Peter has child Chris", then Peter can be classified as an instance of the mentioned class expression.
OWL 2 provides a rich set of primitives that can be used to construct class expressions. In particular, it provides the well known Boolean connectives and, or, and not; a restricted form of universal and existential quantification; number restrictions; enumeration of individuals; and a special self-restriction.
As shown in Figure 2, classes are the simplest form of class expressions. The other, complex, class expressions, are described in the following sections.
ClassExpression :=
Class |
ObjectIntersectionOf | ObjectUnionOf | ObjectComplementOf | ObjectOneOf |
ObjectSomeValuesFrom | ObjectAllValuesFrom | ObjectHasValue | ObjectHasSelf |
ObjectMinCardinality | ObjectMaxCardinality | ObjectExactCardinality |
DataSomeValuesFrom | DataAllValuesFrom | DataHasValue |
DataMinCardinality | DataMaxCardinality | DataExactCardinality
OWL 2 provides for enumeration of individuals and all standard Boolean connectives, as shown in Figure 7. The ObjectIntersectionOf, ObjectUnionOf, and ObjectComplementOf class expressions provide for the standard set-theoretic operations on class expressions; in logical languages these are usually called conjunction, disjunction, and negation, respectively. The ObjectOneOf class expression contains exactly the specified individuals.
Propositional Connectives and Enumeration of Individuals in OWL 2
An intersection class expression IntersectionOf( CE1 ... CEn ) contains all individuals that are instances of all class expressions CEi for 1 ≤ i ≤ n.
ObjectIntersectionOf := 'IntersectionOf' '(' ClassExpression ClassExpression { ClassExpression } ')'
Consider the ontology consisting of the following axioms.
ClassAssertion( a:Dog a:Brian ) | Brian is a dog. |
ClassAssertion( a:CanTalk a:Brian ) | Brian can talk. |
The class expression IntersectionOf( a:Dog a:CanTalk ) describes all dogs that can talk and, consequently, a:Brian is classified as an instance of this expression.
A union class expression UnionOf( CE1 ... CEn ) contains all individuals that are instances of at least one class expression CEi for 1 ≤ i ≤ n.
ObjectUnionOf := 'UnionOf' '(' ClassExpression ClassExpression { ClassExpression } ')'
Consider the ontology consisting of the following axioms.
ClassAssertion( a:Man a:Peter ) | Peter is a man. |
ClassAssertion( a:Woman a:Lois ) | Lois is a woman. |
The class expression UnionOf( a:Man a:Woman ) describes all individuals that are instances of either a:Man or a:Woman; consequently, both a:Peter and a:Lois are classified as instances of this expression.
A complement class expression ComplementOf( CE ) contains all individuals that are not instances of the class expression CE.
ObjectComplementOf := 'ComplementOf' '(' ClassExpression ')'
Consider the ontology consisting of the following axioms.
DisjointClasses( a:Man a:Woman ) | Nothing can be both a man and a woman. |
ClassAssertion( a:Woman a:Lois ) | Lois is a woman. |
The class expression ComplementOf( a:Man ) describes all things that are not instances of a:Man. Since a:Lois is known to be a woman and nothing can be both a man and a woman, then a:Lois is necessarily not a a:Man; therefore, a:Lois is classified as an instance of this complement class expression.
OWL 2 has open-world semantics, so negation in OWL 2 is the same as in classical (first-order) logic. To understand open-world semantics, consider the ontology consisting of the following assertion.
ClassAssertion( a:Dog a:Brian ) | Brian is a dog. |
One might expect a:Brian to be classified as an instance of ComplementOf( a:Bird ): the ontology does not explicitly state that a:Brian is an instance of a:Bird, so this statement seems to be false. In OWL 2, however, this is not the case: it is true that the ontology does not state that a:Brian is an instance of a:Bird; however, the ontology does not state the opposite either. In other words, this ontology simply does not contain enough information to answer the question whether a:Brian is an instance of a:Bird or not: it is perfectly possible that the information to that effect is actually true but it has not been included in the ontology.
The ontology from the previous example (in which a:Lois has been classified as a:Man), however, contains sufficient information to draw the expected conclusion. In particular, we know for sure that a:Lois is an instance of a:Woman and that a:Man and a:Woman do not share instances. Therefore, any additional information that does not lead to inconsistency cannot lead to a conclusion that a:Lois is an instance of a:Man; furthermore, if one were to explicitly state that a:Lois is an instance of a:Man, the ontology would be inconsistent and, by definition, it then entails all possible conclusions.
An enumeration of individuals OneOf( a1 ... an ) contains exactly the individuals ai with 1 ≤ i ≤ n.
ObjectOneOf := 'OneOf' '(' Individual { Individual }')'
Consider the ontology consisting of the following axioms.
EquivalentClasses( a:GriffinFamilyMember OneOf( a:Peter a:Lois a:Stewie a:Meg a:Chris a:Brian ) ) | The Griffin family consists exactly of Peter, Lois, Stewie, Meg, and Brian. |
DifferentIndividuals( a:Quagmire a:Peter a:Lois a:Stewie a:Meg a:Chris a:Brian ) | Quagmire, Peter, Lois, Stewie, Meg, Chris, and Brian are all different from each other. |
The class a:GriffinFamilyMember now contains exactly the six explicitly listed individuals. Since we also know that a:Quagmire is different from these six individuals, this individual is classified as an instance of the class expression ComplementOf( a:GriffinFamilyMember ). The last axiom is necessary to derive this conclusion; without it, the open-world semantics of OWL 2 would allow for situations where a:Quagmire is the same as a:Peter, a:Lois, a:Stewie, a:Meg, a:Chris, or a:Brian.
To understand how the open-world semantics affects enumerations of individuals, consider the ontology consisting of the following axioms.
ClassAssertion( a:GriffinFamilyMember a:Peter ) | Peter is a member of the Griffin Family. |
ClassAssertion( a:GriffinFamilyMember a:Lois ) | Lois is a member of the Griffin Family. |
ClassAssertion( a:GriffinFamilyMember a:Stewie ) | Stewie is a member of the Griffin Family. |
ClassAssertion( a:GriffinFamilyMember a:Meg ) | Meg is a member of the Griffin Family. |
ClassAssertion( a:GriffinFamilyMember a:Chris ) | Chris is a member of the Griffin Family. |
ClassAssertion( a:GriffinFamilyMember a:Brian ) | Brian is a member of the Griffin Family. |
The class a:GriffinFamilyMember now also contains the mentioned six individuals, just as in the previous example. The main difference to the previous example, however, is that the extension of a:GriffinFamilyMember is not closed: the semantics of OWL 2 assumes that information about a potential instance of a:GriffinFamilyMember may be missing. Therefore, a:Quagmire is now not classified as an instance of the class expression ComplementOf( a:GriffinFamilyMember ), and this does not change even if we add the axiom stating that all of these six individuals are different from each other.
Class expressions in OWL 2 can be formed by placing restrictions on object property expressions, as shown in Figure 8. The ObjectSomeValuesFrom class expression allows for existential quantification over an object property expression, and it contains those individuals that are connected through an object property expression to at least one instance of a given class expression. The ObjectAllValuesFrom class expression allows for universal quantification over an object property expression, and it contains those individuals that are connected through an object property expression only to instances of a given class expression. The ObjectHasValue class expression contains those individuals that are connected by an object property expression to a particular individual. Finally, the ObjectHasSelf class expression contains those individuals that are connected by an object property expression to themselves.
Restricting Object Property Expressions in OWL 2
An existential class expression SomeValuesFrom( OPE CE ) consists of an object property expression OPE and a class expression CE, and it contains all those individuals that are connected by OPE to an individual that is an instance of CE. Provided that OPE is simple according to the definition in Section 11, such a class expression can be seen as a syntactic shortcut for the class expression MinCardinality( 1 OPE CE ).
ObjectSomeValuesFrom := 'SomeValuesFrom' '(' ObjectPropertyExpression ClassExpression ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:fatherOf a:Peter a:Stewie ) | Peter is the father of Stewie. |
ClassAssertion( a:Man a:Stewie ) | Stewie is a man. |
The existential expression SomeValuesFrom( a:fatherOf a:Man ) contains those individuals that are connected by the a:fatherOf property to individuals that are instances of a:Man and, consequently, a:Peter is classified as an instance of this class expression.
A universal class expression AllValuesFrom( OPE CE ) consists of an object property expression OPE and a class expression CE, and it contains all those individuals that are connected by OPE only to individuals that are instances of CE. Provided that OPE is simple according to the definition in Section 11, such a class expression can be seen as a syntactic shortcut for the class expression MaxCardinality( 0 OPE ComplementOf( CE ) ).
ObjectAllValuesFrom := 'AllValuesFrom' '(' ObjectPropertyExpression ClassExpression ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasPet a:Peter a:Brian ) | Brian is a pet of Peter. |
ClassAssertion( a:Dog a:Brian ) | Brian is a dog. |
ClassAssertion( MaxCardinality( 1 a:hasPet ) a:Peter ) | Peter has at most one pet. |
The universal expression AllValuesFrom( a:hasPet a:Dog ) contains those individuals that are connected through the a:hasPet property only with individuals that are instances of a:Dog; in other words, it contains individuals that have only dogs as pets. The ontology axioms clearly state that a:Peter is connected by a:hasPet only to instances of a:Dog: it is impossible to connect a:Peter by a:hasPet to an individual different from a:Brian without making the ontology inconsistent. Therefore, a:Peter is classified as an instance of AllValuesFrom( a:hasPet a:Dog ).
The last axiom — that is, the axiom stating that a:Peter has at most one pet — is critical for the inference from the previous paragraph due to the open-world semantics of OWL 2. Without this axiom, the ontology might not have listed all the individuals to which a:Peter is connected by a:hasPet. In such a case a:Peter would not be classified as an instance of AllValuesFrom( a:hasPet a:Dog ).
A has-value class expression HasValue( OPE a ) consists of an object property expression OPE and an individual a, and it contains all those individuals that are connected by OPE to a. Each such class expression can be seen as a syntactic shortcut for the class expression SomeValuesFrom( OPE OneOf( a ) ).
ObjectHasValue := 'HasValue' '(' ObjectPropertyExpression Individual ')'
Consider the ontology consisting of the following axiom.
PropertyAssertion( a:fatherOf a:Peter a:Stewie ) | Peter is the father of Stewie. |
The has-value class expression HasValue( a:fatherOf a:Stewie ) contains those individuals that are connected through the a:fatherOf property with the individual a:Stewie so, consequently, a:Peter is classified as an instance of this class expression.
A self-restriction HasSelf( OPE ) consists of an object property expression OPE, and it contains all those individuals that are connected by OPE to themselves.
ObjectHasSelf := 'HasSelf' '(' ObjectPropertyExpression ')'
Consider the ontology consisting of the following axiom.
PropertyAssertion( a:likes a:Peter a:Peter ) | Peter likes himself. |
The self-restriction HasSelf( a:likes ) contains those individuals that like themselves so, consequently, a:Peter is classified as an instance of this class expression.
Class expressions in OWL 2 can be formed by placing restrictions on the cardinality of object property expressions, as shown in Figure 9. All cardinality restrictions can be qualified or unqualified: in the former case, the cardinality restriction only applies to individuals that are connected by the object property expression and are instances of the qualifying class expression; in the latter case the restriction applies to all individuals that are connected by the object property expression (this is equivalent to the qualified case with the qualifying class expression equal to owl:Thing). The class expressions ObjectMinCardinality, ObjectMaxCardinality, and ObjectExactCardinality contain those individuals that are connected by an object property expression to at least, at most, and exactly a given number of instances of a specified class expression, respectively.
Restricting the Cardinality of Object Property Expressions in OWL 2
A minimum cardinality expression MinCardinality( n OPE CE ) consists of a nonnegative integer n, an object property expression OPE, and a class expression CE, and it contains all those individuals that are connected by OPE to at least n different individuals that are instances of CE. If CE is missing, it is taken to be owl:Thing.
ObjectMinCardinality := 'MinCardinality' '(' nonNegativeInteger ObjectPropertyExpression [ ClassExpression ] ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:fatherOf a:Peter a:Stewie ) | Peter is the father of Stewie. |
ClassAssertion( a:Man a:Stewie ) | Stewie is a man. |
PropertyAssertion( a:fatherOf a:Peter a:Chris ) | Peter is the father of Chris. |
ClassAssertion( a:Man a:Chris ) | Chris is a man. |
DifferentIndividuals( a:Chris a:Stewie ) | Chris and Stewie are different from each other. |
The minimum cardinality expression MinCardinality( 2 a:fatherOf a:Man ) contains those individuals that are connected by a:fatherOf to at least two different instances of a:Man. Since a:Stewie and a:Chris are both instances of a:Man and are different from each other, a:Peter is classified as an instance of MinCardinality( 2 a:fatherOf a:Man ).
Due to the open-world semantics, the last axiom — stating that a:Chris and a:Stewie are different from each other — is necessary for this inference: without this axiom, it is possible that a:Chris and a:Stewie are actually the same individual.
A maximum cardinality expression MaxCardinality( n OPE CE ) consists of a nonnegative integer n, an object property expression OPE, and a class expression CE, and it contains all those individuals that are connected by OPE to at most n different individuals that are instances of CE. If CE is missing, it is taken to be owl:Thing.
ObjectMaxCardinality := 'MaxCardinality' '(' nonNegativeInteger ObjectPropertyExpression [ ClassExpression ] ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasPet a:Peter a:Brian ) | Brian is a pet of Peter. |
ClassAssertion( MaxCardinality( 1 a:hasPet ) a:Peter ) | Peter has at most one pet. |
The maximum cardinality expression MaxCardinality( 2 a:hasPet ) contains those individuals that are connected by a:hasPet to at most two individuals. Since a:Peter is known to be connected by a:hasPet to at most one individual, it is certainly also connected by a:hasPet to at most two individuals so, consequently, a:Peter is classified as an instance of MaxCardinality( 2 a:hasPet ).
The example ontology explicitly names only a:Brian as being connected by a:hasPet from a:Peter, so one might expect a:Peter to be classified as an instance of MaxCardinality( 2 a:hasPet ) even without the second axiom. This, however, is not the case due to the open-world semantics. Without the last axiom, it is possible that a:Peter is connected by a:hasPet to other individuals. The second axiom closes the set of individuals that a:Peter is connected to by a:hasPet.
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasDaughter a:Peter a:Meg ) | Meg is a daughter of Peter. |
PropertyAssertion( a:hasDaughter a:Peter a:Megan ) | Megan is a daughter of Peter. |
ClassAssertion( MaxCardinality( 1 a:hasDaughter ) a:Peter ) | Peter has at most one daughter. |
One might expect this ontology to be inconsistent: on the one hand, it says that a:Meg and a:Megan are connected to a:Peter by a:hasDaughter, but, on the other hand, it says that a:Peter is connected by a:hasDaughter to at most one individual. This ontology, however, is not inconsistent because the semantics of OWL 2 does not make the unique name assumption — that is, it does not assume distinct individuals to be necessarily different. For example, the ontology does not explicitly say that a:Meg and a:Megan are different individuals; therefore, since a:Peter can be connected by a:hasDaughter to at most one distinct individual, a:Meg and a:Megan must be the same. This example ontology thus entails the assertion SameIndividual( a:Meg a:Megan ).
One can axiomatize the unique name assumption in OWL 2 by explicitly stating that all individuals are different from each other. This can be done by adding the following axiom, which makes the example ontology inconsistent.
DifferentIndividuals( a:Peter a:Meg a:Megan ) | Peter, Meg, and Megan are all different from each other. |
An exact cardinality expression ExactCardinality( n OPE CE ) consists of a nonnegative integer n, an object property expression OPE, and a class expression CE, and it contains all those individuals that are connected by OPE to exactly n different individuals that are instances of CE. If CE is missing, it is taken to be owl:Thing. Such an expression is actually equivalent to the expression
IntersectionOf( MinCardinality( n OPE CE ) MaxCardinality( n OPE CE ) ).
ObjectExactCardinality := 'ExactCardinality' '(' nonNegativeInteger ObjectPropertyExpression [ ClassExpression ] ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasPet a:Peter a:Brian ) | Brian is a pet of Peter. |
ClassAssertion( a:Dog a:Brian ) | Brian is a dog. |
ClassAssertion( AllValuesFrom( a:hasPet UnionOf( OneOf( a:Brian ) ComplementOf( a:Dog ) ) ) a:Peter ) | Each pet of Peter is either Brian or it is not a dog. |
The exact cardinality expression ExactCardinality( 1 a:hasPet a:Dog ) contains those individuals that are connected by a:hasPet to exactly one instance of a:Dog. The example ontology says that a:Peter is connected to a:Brian by a:hasPet and that a:Brian is an instance of a:Dog; therefore, a:Peter is an instance of MinCardinality( 1 a:hasPet a:Dog ). Furthermore, the last axiom says that any individual different from a:Brian that is connected to a:Peter by a:hasPet is not an instance if a:Dog; therefore, a:Peter is an instance of MaxCardinality( 1 a:hasPet a:Dog ). Consequently, a:Peter is classified as an instance of ExactCardinality( 1 a:hasPet a:Dog ).
Class expressions in OWL 2 can be formed by placing restrictions on data property expressions, as shown in Figure 10. These are similar to the restrictions on object property expressions, the main difference being that the expressions for existential and universal quantification allow for n-ary data ranges. All data ranges explicitly supported by this specification are unary; however, the provision of n-ary data ranges in existential and universal quantification allows OWL 2 tools to support extensions such as value comparisons and, consequently, class expressions such as "individuals whose width is greater than their height". Thus, the DataSomeValuesFrom class expression allows for a restricted existential quantification over a list of data property expressions, and it contains those individuals that are connected through the data property expressions to at least one literal in the given data range. The DataAllValuesFrom class expression allows for a restricted universal quantification over a list of data property expressions, and it contains those individuals that are connected through the data property expressions only to literals in the given data range. Finally, the DataHasValue class expression contains those individuals that are connected by a data property expression to a particular literal.
Restricting Data Property Expressions in OWL 2
An existential class expression SomeValuesFrom( DPE1 ... DPEn DR ) consists of n data property expressions DPEi, 1 ≤ i ≤ n, and a data range DR whose arity MUST be n. Such a class expression contains all those individuals that are connected by DPEi to literals lti, 1 ≤ i ≤ n, such that the tuple 〈 lt1, ..., ltn 〉 is in DR. A class expression of the form SomeValuesFrom( DPE DR ) can be seen as a syntactic shortcut for the class expression MinCardinality( 1 DPE DR ).
DataSomeValuesFrom := 'SomeValuesFrom' '(' DataPropertyExpression { DataPropertyExpression } DataRange ')'
Consider the ontology consisting of the following axiom.
PropertyAssertion( a:hasAge a:Meg "17"^^xsd:integer ) | Meg is seventeen years old. |
The existential class expression SomeValuesFrom( a:hasAge DatatypeRestriction( xsd:integer xsd:maxExclusive "20"^^xsd:integer ) ) contains all individuals that are connected by a:hasAge to an integer strictly less than 20 so, consequently, a:Meg is classified as an instance of this expression.
A universal class expression AllValuesFrom( DPE1 ... DPEn DR ) consists of n data property expressions DPEi, 1 ≤ i ≤ n, and a data range DR whose arity MUST be n. Such a class expression contains all those individuals that are connected by DPEi only to literals lti, 1 ≤ i ≤ n, such that each tuple 〈 lt1, ..., ltn 〉 is in DR. A class expression of the form AllValuesFrom( DPE DR ) can be seen as a syntactic shortcut for the class expression MaxCardinality( 0 DPE ComplementOf( DR ) ).
DataAllValuesFrom := 'AllValuesFrom' '(' DataPropertyExpression { DataPropertyExpression } DataRange ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:zipCode _:a1 "02903"^^xsd:integer ) | The ZIP code of _:a1 is the integer 02903. |
FunctionalProperty( a:hasZIP ) | Each object can have at most one ZIP code. |
In United Kingdom and Canada, ZIP codes are strings (i.e., they can contain characters and not just numbers). Hence, one might use the universal expression AllValuesFrom( a:hasZIP xsd:integer ) to identify those individuals that have only integer ZIP codes (and therefore have non-UK and non-Canadian addresses). The anonymous individual _:a1 is by the first axiom connected by a:zipCode to an integer, and the second axiom ensures that _:a1 is not connected by a:zipCode to other literals; therefore, _:a1 is classified as an instance of AllValuesFrom( a:hasZIP xsd:integer ).
The last axiom — stating that a:hasZIP is functional — is critical for the inference from the previous paragraph due to the open-world semantics of OWL 2. Without this axiom, the ontology is not guaranteed to list all literals that _:a1 is connected to by a:hasZIP; hence, without this axiom _:a1 would not be classified as an instance of AllValuesFrom( a:hasZIP xsd:integer ).
A has-value class expression HasValue( DPE lt ) consists of a data property expression DPE and a literal lt, and it contains all those individuals that are connected by DPE to lt. Each such class expression can be seen as a syntactic shortcut for the class expression SomeValuesFrom( DPE OneOf( lt ) ).
DataHasValue := 'HasValue' '(' DataPropertyExpression Literal ')'
Consider the ontology consisting of the following axiom.
PropertyAssertion( a:hasAge a:Meg "17"^^xsd:integer ) | Meg is seventeen years old. |
The has-value expression hasValue( a:hasAge "17"^^xsd:integer ) contains all individuals that are connected by a:hasAge to the integer 17 so, consequently, a:Meg is classified as an instance of this expression.
Class expressions in OWL 2 can be formed by placing restrictions on the cardinality of data property expressions, as shown in Figure 11. These are similar to the restrictions on the cardinality of object property expressions. All cardinality restrictions can be qualified or unqualified: in the former case, the cardinality restriction only applies to literals that are connected by the data property expression and are in the qualifying data range; in the latter case it applies to all literals that are connected by the data property expression (this is equivalent to the qualified case with the qualifying data range equal to rdfs:Literal). The class expressions DataMinCardinality, DataMaxCardinality, and DataExactCardinality contain those individuals that are connected by a data property expression to at least, at most, and exactly a given number of literals in the specified data range, respectively.
Restricting the Cardinality of Data Property Expressions in OWL 2
A minimum cardinality expression MinCardinality( n DPE DR ) consists of a nonnegative integer n, a data property expression DPE, and a unary data range DR, and it contains all those individuals that are connected by DPE to at least n different literals in DR. If DR is not present, it is taken to be rdfs:Literal.
DataMinCardinality := 'MinCardinality' '(' nonNegativeInteger DataPropertyExpression [ DataRange ] ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasName a:Meg "Meg Griffin" ) | Meg's name is "Meg Griffin". |
PropertyAssertion( a:hasName a:Meg "Megan Griffin" ) | Meg's name is "Megan Griffin". |
The minimum cardinality expression MinCardinality( 2 a:hasName ) contains those individuals that are connected by a:hasName to at least two different literals. The xsd:string datatypes interprets different string literals as being distinct, so "Meg Griffin" and "Megan Griffin" are different; thus, the individual a:Meg is classified as an instance of the class expression MinCardinality( 2 a:hasName ).
A maximum cardinality expression MaxCardinality( n DPE DR ) consists of a nonnegative integer n, a data property expression DPE, and a unary data range DR, and it contains all those individuals that are connected by DPE to at most n different literals in DR. If DR is not present, it is taken to be rdfs:Literal.
DataMaxCardinality := 'MaxCardinality' '(' nonNegativeInteger DataPropertyExpression [ DataRange ] ')'
Consider the ontology consisting of the following axiom.
FunctionalProperty( a:hasName ) | Each object can have at most one name. |
The maximum cardinality expression MaxCardinality( 2 a:hasName ) contains those individuals that are connected by a:hasName to at most two different literals. Since the ontology axiom restricts a:hasName to be functional, all individuals in the ontology are instances of this class expression.
An exact cardinality expression ExactCardinality( n DPE DR ) consists of a nonnegative integer n, a data property expression DPE, and a unary data range DR, and it contains all those individuals that are connected by DPE to exactly n different literals in DR. If DR is not present, it is taken to be rdfs:Literal.
DataExactCardinality := 'ExactCardinality' '(' nonNegativeInteger DataPropertyExpression [ DataRange ] ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasName a:Brian "Brian Griffin" ) | Brian's name is "Brian Griffin". |
FunctionalProperty( a:hasName ) | Each object can have at most one name. |
The exact cardinality expression ExactCardinality( 1 a:hasName ) contains those individuals that are connected by a:hasName to exactly one literal. Since the ontology axiom restricts a:hasName to be functional and a:Brian is connected by a:hasName to "Brian Griffin", it is classified as an instance of this class expression.
The main component of an OWL 2 ontology is a set of axioms — statements that say what is true in the domain being modeled. OWL 2 provides an extensive set of axioms, all of which extend the Axiom class in the structural specification. As shown in Figure 12, axioms in OWL 2 can be declarations, axioms about classes, axioms about object or data properties, keys, assertions (sometimes also called facts), and axioms about annotations.
The Axioms of OWL 2
Axiom := Declaration | ClassAxiom | ObjectPropertyAxiom | DataPropertyAxiom | HasKey | Assertion | AnnotationAxiom
axiomAnnotations := { Annotation }
As shown in Figure 1, OWL 2 axioms can contain axiom annotations, the structure of which is defined in Section 10. Axiom annotations have no effect on the semantics of axioms — that is, they do not affect the meaning of OWL 2 ontologies [OWL 2 Direct Semantics]. In contrast, axiom annotations do affect structural equivalence: axioms will not be structurally equivalent if their axiom annotations are not structurally equivalent.
The following axiom contains a comment that explains the purpose of the axiom.
SubClassOf( Annotation( rdfs:comment "Male people are people.") a:Man a:Person)
Since annotations affect structural equivalence between axioms, the previous axiom is not structurally equivalent with the following axiom, even though these two axioms are equivalent according to the OWL 2 Direct Semantics [OWL 2 Direct Semantics].
SubClassOf( a:Man a:Person )
OWL 2 provides axioms that allow relationships to be established between class expressions, as shown in Figure 13. The SubClassOf axiom allows one to state that each instance of one class expression is also an instance of another class expression, and thus to construct a hierarchy of classes. The EquivalentClasses axiom allows one to state that several class expressions are equivalent to each other. The DisjointClasses axiom allows one to state that several class expressions are pairwise disjoint — that is, that they have no instances in common. Finally, the DisjointUnion class expression allows one to define a class as a disjoint union of several class expressions and thus to express covering constraints.
The Class Axioms of OWL 2
ClassAxiom := SubClassOf | EquivalentClasses | DisjointClasses | DisjointUnion
A subclass axiom SubClassOf( CE1 CE2 ) states that the class expression CE1 is a subclass of the class expression CE2. Roughly speaking, this states that CE1 is more specific than CE2. Subclass axioms are a fundamental type of axioms in OWL 2 and can be used to construct a class hierarchy. Other kinds of class expression axiom can be seen as syntactic shortcuts for one or more subclass axioms.
SubClassOf := 'SubClassOf' '(' axiomAnnotations subClassExpression superClassExpression ')'
subClassExpression := classExpression
superClassExpression := classExpression
Consider the ontology consisting of the following axioms.
SubClassOf( a:Baby a:Child ) | Each baby is a child. |
SubClassOf( a:Child a:Person ) | Each child is a person. |
ClassAssertion( a:Baby a:Stewie ) | Stewie is a baby. |
Since a:Stewie is an instance of a:Baby, by the first subclass axiom a:Stewie is classified as an instance of a:Child as well. Similarly, by the second subclass axiom a:Stewie is classified as an instance of a:Person. This style of reasoning can be applied to any instance of a:Baby and not just a:Stewie; therefore, one can conclude that a:Baby is a subclass of a:Person. In other words, this ontology entails the axiom SubClassOf( a:Baby a:Person ).
Consider the ontology consisting of the following axioms.
SubClassOf( a:PersonWithChild SomeValuesFrom( a:hasChild UnionOf( a:Boy a:Girl ) ) ) | A person that has a child has either at least one boy or a girl. |
SubClassOf( a:Boy a:Child ) | Each boy is a child. |
SubClassOf( a:Girl a:Child ) | Each girl is a child. |
SubClassOf( SomeValuesFrom( a:hasChild a:Child ) a:Parent ) | If some object has a child, then this object is a parent. |
The first axiom states that each instance of a:PersonWithChild is connected to an individual that is an instance of either a:Boy or a:Girl. (Because of the open-world semantics of OWL 2, this does not mean that there must be only one such individual or that all such individuals must be instances of either a:Boy or of a:Girl.) Furthermore, each instance of a:Boy or a:Girl is an instance of a:Child. Finally, the last axiom says that all individuals that are connected by a:hasChild to an instance of a:Child are instances of a:Parent. Since this reasoning holds for each instance of a:PersonWithChild, each such instance is also an instance of a:Parent. In other words, this ontology entails the axiom SubClassOf( a:PersonWithChild a:Parent ).
An equivalent classes axiom EquivalentClasses( CE1 ... CEn ) states that all of the class expressions CEi, 1 ≤ i ≤ n, are semantically equivalent to each other. This axiom allows one to use each CEi as a synonym for each CEj — that is, in any expression in the ontology containing such an axiom, CEi can be replaced with CEj without affecting the meaning of the ontology. An axiom EquivalentClasses( CE1 CE2 ) is equivalent to the following two axioms:
SubClassOf( CE1 CE2 )
SubClassOf( CE2 CE1 )
Axioms of the form EquivalentClasses( C CE ), where C is a class and CE is a class expression, are often called definitions, because they define the class C in terms of the class expression CE.
EquivalentClasses := 'EquivalentClasses' '(' axiomAnnotations ClassExpression ClassExpression { ClassExpression } ')'
Consider the ontology consisting of the following axioms.
EquivalentClasses( a:Boy IntersectionOf( a:Child a:Man ) ) | A boy is a male child. |
ClassAssertion( a:Child a:Chris ) | Chris is a child. |
ClassAssertion( a:Man a:Chris ) | Chris is a man. |
ClassAssertion( a:Boy a:Stewie ) | Stewie is a boy. |
The first axiom defines the class a:Boy as an intersection of the classes a:Child and a:Man; thus, the instances of a:Boy are exactly those instances that are both an instance of a:Child and an instance of a:Man. Such a definition consists of two directions. The first direction implies that each instance of a:Child and a:Man is an instance of a:Boy; since a:Chris satisfies these two conditions, it is classified as an instance of a:Boy. The second direction implies that each a:Boy is an instance of a:Child and of a:Man; thus, a:Stewie is classified as an instance of a:Man and of a:Boy.
Consider the ontology consisting of the following axioms.
EquivalentClasses( a:MongrelOwner SomeValuesFrom( a:hasPet a:Mongrel ) ) | A mongrel owner has a pet that is a mongrel. |
EquivalentClasses( a:DogOwner SomeValuesFrom( a:hasPet a:Dog ) ) | A dog owner has a pet that is a dog. |
SubClassOf( a:Mongrel a:Dog ) | Each mongrel is a dog. |
ClassAssertion( a:MongrelOwner a:Peter ) | Peter is a mongrel owner. |
By the first axiom, each instance x of a:MongrelOwner must be connected via a:hasPet to an instance of a:Mongrel; by the third axiom, this individual is an instance of a:Dog; thus, by the second axiom, x is an instance of a:DogOwner. In other words, this ontology entails the axiom SubClassOf( a:MongrelOwner a:DogOwner ). By the fourth axiom, a:Peter is then classified as an instance of a:DogOwner.
A disjoint classes axiom DisjointClasses( CE1 ... CEn ) states that all of the class expressions CEi, 1 ≤ i ≤ n, are pairwise disjoint; that is, no individual can be at the same time an instance of both CEi and CEj for i ≠ j. An axiom DisjointClasses( CE1 CE2 ) is equivalent to the following axiom:
SubClassOf( CE1 ComplementOf( CE2 ) )
DisjointClasses := 'DisjointClasses' '(' axiomAnnotations ClassExpression ClassExpression { ClassExpression } ')'
Consider the ontology consisting of the following axioms.
DisjointClasses( a:Boy a:Girl ) | Nothing can be both a boy and a girl. |
ClassAssertion( a:Boy a:Stewie ) | Stewie is a boy. |
The axioms in this ontology imply that a:Stewie can be classified as an instance of ComplementOf( a:Girl ). If the ontology were extended with the assertion ClassAssertion( a:Girl a:Stewie ), the ontology would become inconsistent.
A disjoint union axiom DisjointUnion( C CE1 ... CEn ) states that a class C is a disjoint union of the class expressions CEi, 1 ≤ i ≤ n, all of which are pairwise disjoint. Such axioms are sometimes referred to as covering axioms, as they state that the extensions of all CEi exactly cover the extension of C. Thus, each instance of C is an instance of exactly one CEi, and each instance of CEi is an instance of C. Each such axiom can be seen as a syntactic shortcut for the following two axioms:
EquivalentClasses( C UnionOf( CE1 ... CEn ) )
DisjointClasses( CE1 ... CEn )
DisjointUnion := 'DisjointUnion' '(' axiomAnnotations Class disjointClassExpressions ')'
disjointClassExpressions := ClassExpression ClassExpression { ClassExpression }
Consider the ontology consisting of the following axioms.
DisjointUnion( a:Child a:Boy a:Girl ) | Each child is either a boy or a girl, each boy is a child, each girl is a child, and nothing can be both a boy and a girl. |
ClassAssertion( a:Child a:Stewie ) | Stewie is a child. |
ClassAssertion( ComplementOf( a:Girl ) a:Stewie ) | Stewie is not a girl. |
By the first two axioms, a:Stewie is either an instance of a:Boy or a:Girl. The last assertion eliminates the second possibility, so a:Stewie is classified as an instance of a:Boy.
OWL 2 provides axioms that can be used to characterize and establish relationships between object property expressions. For clarity, the structure of these axioms is shown in two separate figures, Figure 14 and Figure 15. The SubObjectPropertyOf axiom allows one to state that the extension of one object property expression is included in the extension of another object property expression. The EquivalentObjectProperties axiom allows one to state that the extensions of several object property expressions are the same. The DisjointObjectProperties axiom allows one to state that the extensions of several object property expressions are pairwise disjoint — that is, that they do not share pairs of connected individuals. The ObjectPropertyDomain and ObjectPropertyRange axioms can be used to restrict the first and the second individual, respectively, connected by an object property expression to be instances of the specified class expression. The InverseObjectProperties axiom can be used to state that two object property expressions are the inverse of each other.
Object Property Axioms in OWL 2, Part I
The FunctionalObjectProperty axiom allows one to state that an object property expression is functional — that is, that each individual can have at most one outgoing connection of the specified object property expression. The InverseFunctionalObjectProperty axiom allows one to state that an object property expression is inverse-functional — that is, that each individual can have at most one incoming connection of the specified object property expression. Finally, the ReflexiveObjectProperty, IrreflexiveObjectProperty, SymmetricObjectProperty, AsymmetricObjectProperty, and TransitiveObjectProperty axioms allow one to state that an object property expression is reflexive, irreflexive, symmetric, asymmetric, or transitive, respectively.
Axioms Defining Characteristics of Object Properties in OWL 2, Part II
ObjectPropertyAxiom :=
SubObjectPropertyOf | EquivalentObjectProperties |
DisjointObjectProperties | InverseObjectProperties |
ObjectPropertyDomain | ObjectPropertyRange |
FunctionalObjectProperty | InverseFunctionalObjectProperty |
ReflexiveObjectProperty | IrreflexiveObjectProperty |
SymmetricObjectProperty | AsymmetricObjectProperty |
TransitiveObjectProperty
Object subproperty axioms are analogous to subclass axioms, and they come in two forms.
The basic form is SubPropertyOf( OPE1 OPE2 ). This axiom states that the object property expression OPE1 is a subproperty of the object property expression OPE2 — that is, if an individual x is connected by OPE1 to an individual y, then x is also connected by OPE2 to y.
The more complex form is SubPropertyOf( PropertyChain( OPE1 ... OPEn ) OPE ). This axiom states that, if an individual x is connected by a sequence of object property expressions OPE1, ..., OPEn with an individual y, then x is also connected with y by the object property expression OPE. Such axioms are also known as complex role inclusions [SROIQ].
SubObjectPropertyOf := 'SubPropertyOf' '(' axiomAnnotations subObjectPropertyExpressions superObjectPropertyExpression ')'
subObjectPropertyExpressions := ObjectPropertyExpression | propertyExpressionChain
propertyExpressionChain := 'PropertyChain' '(' ObjectPropertyExpression ObjectPropertyExpression { ObjectPropertyExpression } ')'
superObjectPropertyExpression := ObjectPropertyExpression
Consider the ontology consisting of the following axioms.
SubPropertyOf( a:hasDog a:hasPet ) | Having a dog is a kind of having a pet. |
PropertyAssertion( a:hasDog a:Peter a:Brian ) | Brian is a dog of Peter. |
Since a:hasDog is a subproperty of a:hasPet, each tuple of individuals connected by the former property expression is also connected by the latter property expression. Therefore, this ontology entails that a:Peter is connected to a:Brian by a:hasPet; that is, the ontology entails the assertion PropertyAssertion( a:hasPet a:Peter a:Brian ).
Consider the ontology consisting of the following axioms.
SubPropertyOf( PropertyChain( a:hasMother a:hasSister ) a:hasAunt ) | The sister of someone's mother is that person's aunt. |
PropertyAssertion( a:hasMother a:Stewie a:Lois ) | Lois is the mother of Stewie. |
PropertyAssertion( a:hasSister a:Lois a:Carol ) | Carol is a sister of Lois. |
The axioms in this ontology imply that a:Stewie is connected by a:hasAunt with a:Carol; that is, the ontology entails the assertion PropertyAssertion( a:hasAunt a:Stewie a:Carol ).
An equivalent object properties axiom EquivalentProperties( OPE1 ... OPEn ) states that all of the object property expressions OPEi, 1 ≤ i ≤ n, are semantically equivalent to each other. This axiom allows one to use each OPEi as a synonym for each OPEj — that is, in any expression in the ontology containing such an axiom, OPEi can be replaced with OPEj without affecting the meaning of the ontology. The axiom EquivalentProperties( OPE1 OPE2 ) is equivalent to the following two axioms:
SubPropertyOf( OPE1 OPE2 )
SubPropertyOf( OPE2 OPE1 )
EquivalentObjectProperties := 'EquivalentProperties' '(' axiomAnnotations ObjectPropertyExpression ObjectPropertyExpression { ObjectPropertyExpression } ')'
Consider the ontology consisting of the following axioms.
EquivalentProperties( a:hasBrother a:hasMaleSibling ) | Having a brother is the same as having a male sibling. |
PropertyAssertion( a:hasBrother a:Chris a:Stewie ) | Stewie is a brother of Chris. |
PropertyAssertion( a:hasMaleSibling a:Stewie a:Chris ) | Chris is a male sibling of Stewie. |
Since a:hasBrother and a:hasMaleSibling are equivalent properties, this ontology entails that a:Chris is connected by a:hasMaleSibling with a:Stewie — that is, the ontology entails the assertion PropertyAssertion( a:hasMaleSibling a:Chris a:Stewie ) — and that a:Stewie is connected by a:hasBrother with a:Chris — that is, the ontology entails the assertion PropertyAssertion( a:hasBrother a:Stewie a:Chris ).
A disjoint object properties axiom DisjointProperties( OPE1 ... OPEn ) states that all of the object property expressions OPEi, 1 ≤ i ≤ n, are pairwise disjoint; that is, no individual x can be connected to an individual y by both OPEi and OPEj for i ≠ j.
DisjointObjectProperties := 'DisjointProperties' '(' axiomAnnotations ObjectPropertyExpression ObjectPropertyExpression { ObjectPropertyExpression } ')'
Consider the ontology consisting of the following axioms.
DisjointProperties( a:hasFather a:hasMother ) | Fatherhood is disjoint with motherhood. |
PropertyAssertion( a:hasFather a:Stewie a:Peter ) | Peter is the father of Stewie. |
PropertyAssertion( a:hasMother a:Stewie a:Lois ) | Lois is the mother of Stewie. |
In this ontology, the disjointness axiom is satisfied. If, however, one were to add an assertion PropertyAssertion( a:hasMother a:Stewie a:Peter ), the disjointness axiom would be invalidated and the ontology would become inconsistent.
An object property domain axiom PropertyDomain( OPE CE ) states that the domain of the object property expression OPE is the class expression CE — that is, if an individual x is connected by OPE with some other individual, then x is an instance of CE. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubClassOf( SomeValuesFrom( OPE owl:Thing ) CE )
ObjectPropertyDomain := 'PropertyDomain' '(' axiomAnnotations ObjectPropertyExpression ClassExpression ')'
Consider the ontology consisting of the following axioms.
PropertyDomain( a:hasDog a:Person ) | Only people can own dogs. |
PropertyAssertion( a:hasDog a:Peter a:Brian ) | Brian is a dog of Peter. |
By the first axiom, each individual that has an outgoing a:hasDog connection must be an instance of a:Person. Therefore, a:Peter can be classified as an instance of a:Person; that is, this ontology entails the assertion ClassAssertion( a:Person a:Peter ).
Domain axioms in OWL 2 have a standard first-order semantics that is somewhat different from the semantics of such axioms in databases and object-oriented systems, where such axioms are interpreted as checks. The domain axiom from the example ontology would in such systems be interpreted as a constraint saying that a:hasDog can point only from individuals that are known to be instances of a:Person; furthermore, since the example ontology does not explicitly state that a:Peter is an instance of a:Person, one might expect the domain constraint to be invalidated. This, however, is not the case in OWL 2: as shown in the previous paragraph, the missing type is inferred from the domain constraint.
An object property range axiom PropertyRange( OPE CE ) states that the range of the object property expression OPE is the class expression CE — that is, if some individual is connected by OPE with an individual x, then x is an instance of CE. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubClassOf( owl:Thing AllValuesFrom( OPE CE ) )
ObjectPropertyRange := 'PropertyRange' '(' axiomAnnotations ObjectPropertyExpression ClassExpression ')'
Consider the ontology consisting of the following axioms.
PropertyRange( a:hasDog a:Dog ) | The range of the a:hasDog property is the class a:Dog. |
PropertyAssertion( a:hasDog a:Peter a:Brian ) | Brian is a dog of Peter. |
By the first axiom, each individual that has an incoming a:hasDog connection must be an instance of a:Dog. Therefore, a:Brian can be classified as an instance of a:Dog; that is, this ontology entails the assertion ClassAssertion( a:Brian a:Dog ).
Range axioms in OWL 2 have a standard first-order semantics that is somewhat different from the semantics of such axioms in databases and object-oriented systems, where such axioms are interpreted as checks. The range axiom from the example ontology would in such systems be interpreted as a constraint saying that a:hasDog can point only to individuals that are known to be instances of a:Dog; furthermore, since the example ontology does not explicitly state that a:Brian is an instance of a:Dog, one might expect the range constraint to be invalidated. This, however, is not the case in OWL 2: as shown in the previous paragraph, the missing type is inferred from the range constraint.
An inverse object properties axiom InverseProperties( OPE1 OPE2 ) states that the object property expression OPE1 is an inverse of the object property expression OPE2. Thus, if an individual x is connected by OPE1 to an individual y, then y is also connected by OPE2 to x, and vice versa. Each such axiom can be seen as a syntactic shortcut for the following axiom:
EquivalentProperties( OPE1 InverseOf( OPE2 ) )
InverseObjectProperties := 'InverseProperties' '(' axiomAnnotations ObjectPropertyExpression ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
InverseProperties( a:hasFather a:fatherOf ) | Having a father is the opposite of being a father of someone. |
PropertyAssertion( a:hasFather a:Stewie a:Peter ) | Peter is the father of Stewie. |
PropertyAssertion( a:fatherOf a:Peter a:Chris ) | Peter is the father of Chris. |
This ontology entails that a:Peter is connected by a:fatherOf with a:Stewie — that is, the ontology entails the assertion PropertyAssertion( a:fatherOf a:Peter a:Stewie ) — and it also entails that a:Chris is connected by a:hasFather with a:Peter — that is, the ontology entails the assertion PropertyAssertion( a:hasFather a:Chris a:Peter ).
An object property functionality axiom FunctionalProperty( OPE ) states that the object property expression OPE is functional — that is, for each individual x, there can be at most one distinct individual y such that x is connected by OPE to y. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubClassOf( owl:Thing MaxCardinality( 1 OPE ) )
FunctionalObjectProperty := 'FunctionalProperty' '(' axiomAnnotations ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
FunctionalProperty( a:hasFather ) | Each object can have at most one father. |
PropertyAssertion( a:hasFather a:Stewie a:Peter ) | Peter is the father of Stewie. |
PropertyAssertion( a:hasFather a:Stewie a:Peter_Griffin ) | Peter Griffin is the father of Stewie. |
By the first axiom, a:hasFather can point from a:Stewie to at most one distinct individual, so a:Peter and a:Peter_Griffin must be equal; that is, this ontology entails the assertion SameIndividual( a:Peter a:Peter_Griffin ).
One might expect the previous ontology to be inconsistent, since the a:hasFather property points to two different values for a:Stewie. OWL 2, however, does not make the unique name assumption, so a:Peter and a:Peter_Griffin are not necessarily distinct individuals. If the ontology were extended with the axiom DifferentIndividuals( a:Peter a:Peter_Griffin ), then it would indeed become inconsistent.
An object property inverse functionality axiom InverseFunctionalProperty( OPE ) states that the object property expression OPE is inverse-functional — that is, for each individual x, there can be at most one individual y such that y is connected by OPE with x. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubClassOf( owl:Thing MaxCardinality( 1 InverseOf( OPE ) ) )
InverseFunctionalObjectProperty := 'InverseFunctionalProperty' '(' axiomAnnotations ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
InverseFunctionalProperty( a:fatherOf ) | Each object can have at most one father. |
PropertyAssertion( a:fatherOf a:Peter a:Stewie ) | Peter is the father of Stewie. |
PropertyAssertion( a:fatherOf a:Peter_Griffin a:Stewie ) | Peter Griffin is the father of Stewie. |
By the first axiom, at most one distinct individual can point by a:fatherOf to a:Stewie, so a:Peter and a:Peter_Griffin must be equal; that is, this ontology entails the assertion SameIndividual( a:Peter a:Peter_Griffin ).
One might expect the previous ontology to be inconsistent, since there are two individuals that a:Stewie is connected to by a:fatherOf. OWL 2, however, does not make the unique name assumption, so a:Peter and a:Peter_Griffin are not necessarily distinct individuals. If the ontology were extended with the axiom DifferentIndividuals( a:Peter a:Peter_Griffin ), then it would indeed become inconsistent.
An object property reflexivity axiom ReflexiveProperty( OPE ) states that the object property expression OPE is reflexive — that is, each individual is connected by OPE to itself.
ReflexiveObjectProperty := 'ReflexiveProperty' '(' axiomAnnotations ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
ReflexiveProperty( a:knows ) | Everybody knows themselves. |
ClassAssertion( a:Person a:Peter ) | Peter is a person. |
By the first axiom, a:Peter must be connected by a:knows to itself; that is, this ontology entails the assertion PropertyAssertion( a:knows a:Peter a:Peter ).
An object property irreflexivity axiom IrreflexiveProperty( OPE ) states that the object property expression OPE is irreflexive — that is, no individual is connected by OPE to itself.
IrreflexiveObjectProperty := 'IrreflexiveProperty' '(' axiomAnnotations ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
IrreflexiveProperty( a:marriedTo ) | Nobody can be married to themselves. |
If this ontology were extended with the assertion PropertyAssertion( a:marriedTo a:Peter a:Peter ), the irreflexivity axiom would be contradicted and the ontology would become inconsistent.
An object property symmetry axiom SymmetricProperty( OPE ) states that the object property expression OPE is symmetric — that is, if an individual x is connected by OPE to an individual y, then y is also connected by OPE to x. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubPropertyOf( OPE InverseOf( OPE ) )
SymmetricObjectProperty := 'SymmetricProperty' '(' axiomAnnotations ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
SymmetricProperty( a:friend ) | If x is a friend of y, they y is a friend of x. |
PropertyAssertion( a:friend a:Peter a:Brian ) | Brian is a friend of Peter. |
Since a:friend is symmetric, a:Peter must be connected by a:friend to a:Brian; that is, this ontology entails the assertion PropertyAssertion( a:friend a:Brian a:Peter ).
An object property asymmetry axiom AsymmetricProperty( OPE ) states that the object property expression OPE is asymmetric — that is, if an individual x is connected by OPE to an individual y, then y cannot be connected by OPE to x.
AsymmetricObjectProperty := 'AsymmetricProperty' '(' axiomAnnotations ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
AsymmetricProperty( a:parentOf ) | If x is a parent of y, they y is not a parent of x. |
PropertyAssertion( a:parentOf a:Peter a:Stewie ) | Peter is a parent of Stewie. |
If this ontology were extended with the assertion PropertyAssertion( a:parentOf a:Stewie a:Peter ), the asymmetry axiom would be invalidated and the ontology would become inconsistent.
An object property transitivity axiom TransitiveProperty( OPE ) states that the object property expression OPE is transitive — that is, if an individual x is connected by OPE to an individual y that is connected by OPE to an individual z, then x is also connected by OPE to z. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubPropertyOf( PropertyChain( OPE OPE ) OPE )
TransitiveObjectProperty := 'TransitiveProperty' '(' axiomAnnotations ObjectPropertyExpression ')'
Consider the ontology consisting of the following axioms.
TransitiveProperty( a:ancestorOf ) | If x is an ancestor of y and y is an ancestor of z, then x is an ancestor of z. |
PropertyAssertion( a:ancestorOf a:Carter a:Lois ) | Carter is an ancestor of Lois. |
PropertyAssertion( a:ancestorOf a:Lois a:Meg ) | Lois is an ancestor of Meg. |
Since a:ancestorOf is transitive, a:Carter must be connected by a:ancestorOf to a:Meg; that is, this ontology entails the assertion PropertyAssertion( a:ancestorOf a:Carter a:Meg ).
OWL 2 also provides for data property axioms. Their structure is similar to object property axioms, as shown in Figure 16. The SubDataPropertyOf axiom allows one to state that the extension of one data property expression is included in the extension of another data property expression. The EquivalentDataProperties allows one to state that several data property expressions have the same extension. The DisjointDataProperties axiom allows one to state that the extensions of several data property expressions are disjoint with each other — that is, they do not share individual–literal pairs. The DataPropertyDomain axiom can be used to restrict individuals connected by a property expression to be instances of the specified class; similarly, the DataPropertyRange axiom can be used to restrict the literals pointed to by a property expression to be in the specified unary data range. Finally, the FunctionalDataProperty axiom allows one to state that a data property expression is functional — that is, that each individual can have at most one outgoing connection of the specified data property expression.
Data Property Axioms of OWL 2
DataPropertyAxiom :=
SubDataPropertyOf | EquivalentDataProperties | DisjointDataProperties |
DataPropertyDomain | DataPropertyRange | FunctionalDataProperty
A data subproperty axiom SubPropertyOf( DPE1 DPE2 ) states that the data property expression DPE1 is a subproperty of the data property expression DPE2 — that is, if an individual x is connected by OPE1 to a literal y, then x is connected by OPE2 to y as well.
SubDataPropertyOf := 'SubPropertyOf' '(' axiomAnnotations subDataPropertyExpression superDataPropertyExpression ')'
subDataPropertyExpression := DataPropertyExpression
superDataPropertyExpression := DataPropertyExpression
Consider the ontology consisting of the following axioms.
SubPropertyOf( a:hasLastName a:hasName ) | Having a last name is a kind of having a name. |
PropertyAssertion( a:hasLastName a:Peter "Griffin" ) | Peter's last name is "Griffin". |
Since a:hasLastName is a subproperty of a:hasName, each individual connected by the former property to a literal is also connected by the latter property to the same literal. Therefore, this ontology entails that a:Peter is connected to "Peter" through a:hasName; that is, the ontology entails the assertion PropertyAssertion( a:hasName a:Peter "Peter" ).
An equivalent data properties axiom EquivalentProperties( DPE1 ... DPEn ) states that all the data property expressions DPEi, 1 ≤ i ≤ n, are semantically equivalent to each other. This axiom allows one to use each DPEi as a synonym for each DPEj — that is, in any expression in the ontology containing such an axiom, DPEi can be replaced with DPEj without affecting the meaning of the ontology. The axiom EquivalentProperties( DPE1 DPE2 ) can be seen as a syntactic shortcut for the following axiom:
SubPropertyOf( DPE1 DPE2 )
SubPropertyOf( DPE2 DPE1 )
EquivalentDataProperties := 'EquivalentProperties' '(' axiomAnnotations DataPropertyExpression DataPropertyExpression { DataPropertyExpression } ')'
Consider the ontology consisting of the following axioms.
EquivalentProperties( a:hasName a:seLlama ) | a:hasName and a:seLlama (in Spanish) are synonyms. |
PropertyAssertion( a:hasName a:Meg "Meg Griffin" ) | Meg's name is "Meg Griffin". |
PropertyAssertion( a:seLlama a:Meg "Megan Griffin" ) | Meg's name is "Megan Griffin". |
Since a:hasName and a:seLlama are equivalent properties, this ontology entails that a:Meg is connected by a:seLlama with "Meg Griffin" — that is, the ontology entails the assertion PropertyAssertion( a:seLlama a:Meg "Meg Griffin" ) — and that a:Meg is also connected by a:hasName with "Megan Griffin" — that is, the ontology entails the assertion PropertyAssertion( a:hasName a:Meg "Megan Griffin" ).
A disjoint data properties axiom DisjointProperties( DPE1 ... DPEn ) states that all of the data property expressions DPEi, 1 ≤ i ≤ n, are pairwise disjoint; that is, no individual x can be connected to a literal y by both DPEi and DPEj for i ≠ j.
DisjointDataProperties := 'DisjointProperties' '(' axiomAnnotations DataPropertyExpression DataPropertyExpression { DataPropertyExpression } ')'
Consider the ontology consisting of the following axioms.
DisjointProperties( a:hasName a:hasAddress ) | Someone's name must be different from his address. |
PropertyAssertion( a:hasName a:Peter "Peter Griffin" ) | Peter's name is "Peter Griffin". |
PropertyAssertion( a:hasAddress a:Peter "Quahog, Rhode Island" ) | Peter's address is "Quahog, Rhode Island". |
In this ontology, the disjointness axiom is satisfied. If, however, one were to add an assertion PropertyAssertion( a:hasAddress a:Peter "Peter Griffin" ), the disjointness axiom would be invalidated and the ontology would become inconsistent.
A data property domain axiom PropertyDomain( DPE CE ) states that the domain of the data property expression DPE is the class expression CE — that is, if an individual x is connected by DPE with some literal, then x is an instance of CE. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubClassOf( SomeValuesFrom( DPE rdfs:Literal) CE )
DataPropertyDomain := 'PropertyDomain' '(' axiomAnnotations DataPropertyExpression ClassExpression ')'
Consider the ontology consisting of the following axioms.
PropertyDomain( a:hasName a:Person ) | Only people can have names. |
PropertyAssertion( a:hasName a:Peter "Peter Griffin" ) | Peter's name is "Peter Griffin". |
By the first axiom, each individual that has an outgoing a:hasName connection must be an instance of a:Person. Therefore, a:Peter can be classified as an instance of a:Person; that is, this ontology entails the assertion ClassAssertion( a:Person a:Peter ).
Domain axioms in OWL 2 have a standard first-order semantics that is somewhat different from the semantics of such axioms in databases and object-oriented systems, where such axioms are interpreted as checks. Thus, the domain axiom from the example ontology would in such systems be interpreted as a constraint saying that a:hasName can point only from individuals that are known to be instances of a:Person; furthermore, since the example ontology does not explicitly state that a:Peter is an instance of a:Person, one might expect the domain constraint to be invalidated. This, however, is not the case in OWL 2: as shown in the previous paragraph, the missing type is inferred from the domain constraint.
A data property range axiom PropertyRange( DPE DR ) states that the range of the data property expression DPE is the data range DR — that is, if some individual is connected by DPE with a literal x, then x is in DR. The arity of DR MUST be one. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubClassOf( owl:Thing AllValuesFrom( DPE DR ) )
DataPropertyRange := 'PropertyRange' '(' axiomAnnotations DataPropertyExpression DataRange ')'
Consider the ontology consisting of the following axioms.
PropertyRange( a:hasName xsd:string ) | The range of the a:hasName property is xsd:string. |
PropertyAssertion( a:hasName a:Peter "Peter Griffin" ) | Peter's name is "Peter Griffin". |
By the first axiom, each literal that has an incoming a:hasName link must be in xsd:string. In the example ontology, this axiom is satisfied. If, however, the ontology were extended with an assertion PropertyAssertion( a:hasName a:Peter "42"^^xsd:integer ), the range axiom would imply that the literal "42"^^xsd:integer is in xsd:string, which is a contradiction; therefore, the ontology would become inconsistent.
A data property functionality axiom FunctionalProperty( DPE ) states that the data property expression DPE is functional — that is, for each individual x, there can be at most one distinct literal y such that x is connected by DPE with y. Each such axiom can be seen as a syntactic shortcut for the following axiom:
SubClassOf( owl:Thing MaxCardinality( 1 DPE ) )
FunctionalDataProperty := 'FunctionalProperty' '(' axiomAnnotations DataPropertyExpression ')'
Consider the ontology consisting of the following axioms.
FunctionalProperty( a:hasAge ) | Each object can have at most one age. |
PropertyAssertion( a:hasAge a:Meg "17"^^xsd:integer ) | Meg is seventeen years old. |
By the first axiom, a:hasAge can point from a:Meg to at most one distinct literal. In this example ontology, this axiom is satisfied. If, however, the ontology were extended with the assertion PropertyAssertion( a:hasAge a:Meg "15"^^xsd:integer ), the semantics of functionality axioms would imply that "15"^^xsd:integer is equal to "17"^^xsd:integer, which is a contradiction; therefore, the ontology would become inconsistent.
A key axiom HasKey( CE PE1 ... PEn ) states that each (named) instance of the class expression CE is uniquely identified by the (data or object) property expressions PEi — that is, no two distinct (named) instances of CE can coincide on the values of all property expressions PEi. A key axiom of the form HasKey( owl:Thing OPE ) is similar to the axiom InverseFunctionalProperty( OPE ); the main difference is that the first axiom is applicable only to individuals that are explicitly named in an ontology, while the second axiom is also applicable to individuals whose existence is implied by existential quantification. The structure of such axiom is shown in Figure 17.
Key Axioms in OWL 2
HasKey := 'HasKey' '(' axiomAnnotations ClassExpression ObjectPropertyExpression | DataPropertyExpression { ObjectPropertyExpression | DataPropertyExpression } ')'
Consider the ontology consisting of the following axioms.
HasKey( a:Person a:hasSSN ) | Each person is uniquely identified by their social security number. |
PropertyAssertion( a:hasSSN a:Peter "123-45-6789" ) | Peter's social security number is "123-45-6789". |
ClassAssertion( a:Person a:Peter ) | Peter is a person. |
PropertyAssertion( a:hasSSN a:Peter_Griffin "123-45-6789" ) | Peter Griffin's social security number is "123-45-6789". |
ClassAssertion( a:Person a:Peter_Griffin ) | Peter Griffin is a person. |
The first axiom makes a:hasSSN the key for individuals in the class a:Person; thus, if an instance of a:Person has a value for a:hasSSN, then this value must be unique. Since the values of a:hasSSN are the same for a:Peter and a:Peter_Griffin, these two individuals must be equal — that is, this ontology entails the assertion SameIndividual( a:Peter a:Peter_Griffin ).
One might expect the previous ontology to be inconsistent, since the a:hasSSN has the same value for two individuals a:Peter and a:Peter_Griffin. However, OWL 2 does not make the unique name assumption, so a:Peter and a:Peter_Griffin are not necessarily distinct individuals. If the ontology were extended with the axiom DifferentIndividuals( a:Peter a:Peter_Griffin ), then it would indeed become inconsistent.
The semantics of key axioms is specific in that these axioms apply only to individuals explicitly introduced in the ontology by name, and not to unnamed individuals (i.e., the individuals whose existence is implied by existential quantification). This makes key axioms equivalent to a variant of DL-safe rules [DL-Safe]. Thus, key axioms will typically not affect class-based inferences such as the computation of the subsumption hierarchy, but they will play a role in answering queries about individuals. This choice has been made in order to keep the language decidable.
Consider the ontology consisting of the following axioms.
HasKey( a:Person a:hasSSN ) | Each person is uniquely identified by their social security number. |
PropertyAssertion( a:hasSSN a:Peter "123-45-6789" ) | Peter's social security number "123-45-6789". |
ClassAssertion( a:Person a:Peter ) | Peter is a person. |
ClassAssertion( SomeValuesFrom( a:marriedTo IntersectionOf( a:Man HasValue( a:hasSSN "123-45-6789" ) ) ) a:Lois ) | Lois is married to some man whose social security number is "123-45-6789". |
SubClassOf( a:Man a:Person ) | Each man is a person. |
The fourth axiom implies existence of some individual x that is an instance of a:Man and whose value for the a:hasSSN data property is "123-45-6789"; by the fifth axiom, x is an instance of a:Person as well. Furthermore, the second and the third axiom say that a:Peter is an instance of a:Person and that the value of a:hasSSN for a:Peter is "123-45-6789". Finally, the first axiom says that a:hasSSN is a key property for instances of a:Person. Thus, one might expect x to be equal to a:Peter, and for the ontology to entail the assertion ClassAssertion( a:Man a:Peter ).
The inferences in the previous paragraph, however, cannot be drawn because of the DL-safe semantics of key axioms: x is an individual that has not been explicitly named in the ontology; therefore, the semantics of key axioms does not apply to x. Therefore, this OWL 2 ontology does not entail the assertion ClassAssertion( a:Man a:Peter ).
OWL 2 supports a rich set of axioms for stating assertions — axioms about individuals that are often also called facts. For clarity, different types of assertions are shown in three separate figures, Figure 18, 19, and 20. The SameIndividual assertion allows one to state that several individuals are all equal to each other, while the DifferentIndividuals assertion allows for the opposite — that is, to state that several individuals are all different from each other. The ClassAssertion axiom allows one to state that an individual is an instance of a particular class.
Class and Individual (In)Equality Assertions in OWL 2
The ObjectPropertyAssertion axiom allows one to state that an individual is connected by an object property expression to an individual, while NegativeObjectPropertyAssertion allows for the opposite — that is, to state that an individual is not connected by an object property expression to an individual.
Object Property Assertions in OWL 2
The DataPropertyAssertion axiom allows one to state that an individual is connected by a data property expression to literal, while NegativeDataPropertyAssertion allows for the opposite — that is, to state that an individual is not connected by a data property expression to a literal.
Data Property Assertions in OWL 2
Assertion :=
SameIndividual | DifferentIndividuals | ClassAssertion |
ObjectPropertyAssertion | NegativeObjectPropertyAssertion |
DataPropertyAssertion | NegativeDataPropertyAssertion
sourceIndividual := Individual
targetIndividual := Individual
targetValue := Literal
An individual equality axiom SameIndividual( a1 ... an ) states that all of the individuals ai, 1 ≤ i ≤ n, are equal to each other. This axiom allows one to use each ai as a synonym for each aj — that is, in any expression in the ontology containing such an axiom, ai can be replaced with aj without affecting the meaning of the ontology.
SameIndividual := 'SameIndividual' '(' axiomAnnotations Individual Individual { Individual } ')'
Consider the ontology consisting of the following axioms.
SameIndividual( a:Meg a:Megan ) | Meg and Megan are the same objects. |
PropertyAssertion( a:hasBrother a:Meg a:Stewie ) | Meg has a brother Stewie. |
Since a:Meg and a:Megan are equal, one individual can always be replaced with the other one. Therefore, this ontology entails that a:Megan is connected by a:hasBrother with a:Stewie — that is, the ontology entails the assertion PropertyAssertion( a:hasBrother a:Megan a:Stewie ).
An individual inequality axiom DifferentIndividuals( a1 ... an ) states that all of the individuals ai, 1 ≤ i ≤ n, are different from each other; that is, no individuals ai and aj with i ≠ j can be derived to be equal. This axiom can be used to axiomatize the unique name assumption — the assumption that all different individual names denote different individuals.
DifferentIndividuals := 'DifferentIndividuals' '(' axiomAnnotations Individual Individual { Individual } ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:fatherOf a:Peter a:Meg ) | Peter is the father of Meg. |
PropertyAssertion( a:fatherOf a:Peter a:Chris ) | Peter is the father of Chris. |
PropertyAssertion( a:fatherOf a:Peter a:Stewie ) | Peter is the father of Stewie. |
DifferentIndividuals( a:Peter a:Meg a:Chris a:Stewie ) | Peter, Meg, Chris, and Stewie are all different from each other. |
The last axiom in this example ontology axiomatizes the unique name assumption (but only for the three names in the axiom). If the ontology were extended with an axiom FunctionalProperty( a:fatherOf ), this axiom would imply that a:Meg, a:Chris, and a:Stewie are all equal, which would invalidate the unique name assumption and would make the ontology inconsistent.
A class assertion ClassAssertion( CE a ) states that the individual a is an instance of the class expression CE.
ClassAssertion := 'ClassAssertion' '(' axiomAnnotations ClassExpression Individual ')'
Consider the ontology consisting of the following axioms.
ClassAssertion( a:Dog a:Brian ) | Brian is a dog. |
SubClassOf( a:Dog a:Mammal ) | Each dog is a mammal. |
The first axiom states that a:Brian is an instance of the class a:Dog. By the second axiom, each instance of a:Dog is an instance of a:Mammal. Therefore, this ontology entails that a:Brian is an instance of a:Mammal — that is, the ontology entails the assertion ClassAssertion( a:Mammal a:Brian ).
A positive object property assertion PropertyAssertion( OPE a1 a2 ) states that the individual a1 is connected by the object property expression OPE to the individual a2.
ObjectPropertyAssertion := 'PropertyAssertion' '(' axiomAnnotations ObjectPropertyExpression sourceIndividual targetIndividual ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasDog a:Peter a:Brian ) | Brian is a dog of Peter. |
SubClassOf( SomeValuesFrom( a:hasDog owl:Thing ) a:DogOwner ) | Things having a dog are dog owners. |
The first axiom states that a:Peter is connected by a:hasDog to a:Brian. By the second axioms, each individual connected by a:hasDog to an individual is an instance of a:DogOwner. Therefore, this ontology entails that a:Peter is an instance of a:DogOwner — that is, the ontology entails the assertion ClassAssertion( a:DogOwner a:Peter ).
A negative object property assertion NegativePropertyAssertion( OPE a1 a2 ) states that the individual a1 is not connected by the object property expression OPE to the individual a2.
NegativeObjectPropertyAssertion := 'NegativePropertyAssertion' '(' axiomAnnotations objectPropertyExpression sourceIndividual targetIndividual ')'
Consider the ontology consisting of the following axiom.
NegativePropertyAssertion( a:hasSon a:Peter a:Meg ) | Meg is not a son of Peter. |
If this ontology were extended with an assertion PropertyAssertion( a:hasSon a:Peter a:Meg ), the negative object property assertion would be invalidated and the ontology would become inconsistent.
A positive data property assertion PropertyAssertion( DPE a lt ) states that the individual a is connected by the data property expression DPE to the literal lt.
DataPropertyAssertion := 'PropertyAssertion' '(' axiomAnnotations DataPropertyExpression sourceIndividual targetValue ')'
Consider the ontology consisting of the following axioms.
PropertyAssertion( a:hasAge a:Meg "17"^^xsd:integer ) | Meg is seventeen years old. |
SubClassOf( SomeValuesFrom( a:hasAge DatatypeRestriction( xsd:integer xsd:minInclusive "13"^^xsd:integer xsd:maxInclusive "19"^^xsd:integer ) ) a:Teenager ) | Things older than 13 and younger than 19 (both inclusive) are teenagers. |
The first axiom states that a:Meg is connected by a:hasAge to the literal "17"^^xsd:integer. By the second axioms, each individual connected by a:hasAge to an integer between 13 and 19 is an instance of a:Teenager. Therefore, this ontology entails that a:Meg is an instance of a:Teenager — that is, the ontology entails the assertion ClassAssertion( a:Teenager a:Meg ).
A negative data property assertion NegativePropertyAssertion( DPE a lt ) states that the individual a is not connected by the data property expression DPE to the literal lt.
NegativeDataPropertyAssertion := 'NegativePropertyAssertion' '(' axiomAnnotations DataPropertyExpression sourceIndividual targetValue ')'
Consider the ontology consisting of the following axiom.
NegativePropertyAssertion( a:hasAge a:Meg "5"^^xsd:integer ) | Meg is not five years old. |
If this ontology were extended with an assertion PropertyAssertion( a:hasAge a:Meg "5"^^xsd:integer ), the negative data property assertion would be invalidated and the ontology would become inconsistent.
OWL 2 applications often need ways to associate information with ontologies, entities, and axioms in a way that does not affect the logical meaning of the ontology. Such information often plays a central role in OWL 2 applications. Although such information does not affect the formal meaning of an ontology (i.e., it does not affect the set of logical consequences that one can derive from an ontology), it is expected to be accessible in the structural specification of OWL 2. To this end, OWL 2 provides for annotations on ontologies, axioms, and entities.
One might want to associate human-readable labels with URIs and use them when visualizing an ontology. To this end, one might use the rdfs:label annotation property to associate such labels with ontology URIs.
Various OWL 2 syntaxes, such as the functional-style syntax, provide a mechanism for embedding comments into ontology documents. The structure of such comments is, however, dependent on the syntax, so representing them in the structural specification is likely to be difficult or even impossible; hence, such comments are simply discarded during parsing. In contrast, annotations are "first-class citizens" in the structural specification of OWL 2, and their structure is independent of the underlying syntax.
Since it is based on XML, the OWL 2 XML Syntax [OWL 2 XML Syntax] allows the embedding of the standard XML comments into ontology documents. Such comments are not represented in the structural specification of OWL 2 and, consequently, they should be ignored during document parsing.
Ontologies, axioms, and annotations themselves can be annotated using annotations shown in Figure 21. As shown in the figure, such annotations consist of an annotation property and an annotation value, where the latter can be anonymous individuals, URIs, and literals.
Annotations of Ontologies and Axioms in OWL 2
Annotation := 'Annotation' '(' annotationAnnotations AnnotationProperty AnnotationValue ')'
annotationAnnotations := { Annotation }
AnnotationValue := AnonymousIndividual | URI | Literal
OWL 2 provides means to state several types of axioms about annotation properties, as shown in Figure 22. These axioms have no effect on the Direct Semantics of OWL 2 [OWL 2 Direct Semantics], and they are treated as axioms only in order to simplify the structural specification of OWL 2.
Annotations of URIs and Anonymous Individuals in OWL 2
AnnotationAxiom := AnnotationAssertion | SubAnnotationPropertyOf | AnnotationPropertyDomain | AnnotationPropertyRange
An annotation assertion AnnotationAssertion( AP as at ) states that the annotation subject as — a URI or an anonymous individual — is annotated with the annotation property AP and the annotation value av. Such axioms have no effect on the Direct Semantics of OWL 2 [OWL 2 Direct Semantics].
AnnotationAssertion := 'AnnotationAssertion' '(' axiomAnnotations AnnotationProperty AnnotationSubject AnnotationValue ')'
AnnotationSubject := URI | AnonymousIndividual
The following axiom assigns a human-readable comment to the URI a:Person.
AnnotationAssertion( rdfs:label a:Person "Represents the set of all people." )
Since the annotation is assigned to a URI, it applies to all entities with the given URI. Thus, if an ontology contains both a class and an individual a:Person, the above comment applies to both entities.
An annotation subproperty axiom SubPropertyOf( AP1 AP2 ) states that the annotation property AP1 is a subproperty of the annotation property AP2. Such axioms have no effect on the Direct Semantics of OWL 2 [OWL 2 Direct Semantics].
SubAnnotationPropertyOf := 'SubPropertyOf' '(' axiomAnnotations subAnnotationProperty superAnnotationProperty ')'
subAnnotationProperty := AnnotationProperty
superAnnotationProperty := AnnotationProperty
An annotation property domain axiom PropertyDomain( AP U ) states that the domain of the annotation property AP is the URI U. Such axioms have no effect on the Direct Semantics of OWL 2 [OWL 2 Direct Semantics].
AnnotationPropertyDomain := 'PropertyDomain' '(' axiomAnnotations AnnotationProperty URI ')'
An annotation property range axiom PropertyRange( AP U ) states that the range of the annotation property AP is the URI U. Such axioms have no effect on the Direct Semantics of OWL 2 [OWL 2 Direct Semantics].
AnnotationPropertyRange := 'PropertyRange' '(' axiomAnnotations AnnotationProperty URI ')'
The axiom closure Ax (with anonymous individuals renamed apart as explained in Section 5.6.2) of each OWL 2 ontology O MUST satisfy the global restrictions defined in this section. As explained in the literature [SROIQ], this restriction is necessary in order to obtain a decidable language. The formal definition of these conditions is rather technical, so it is split into two parts. Section 11.1 first introduces the notions of a property hierarchy and of simple object property expressions. These notions are then used in Section 11.2 to define the actual conditions on Ax.
For an object property expression OPE, the inverse property expression INV(OPE) is defined as follows:
The set AllOPE(Ax) of all object property expressions w.r.t. Ax is the smallest set containing OP and INV(OP) for each object property OP occurring in Ax.
An object property expression OPE is composite in the set of axioms Ax if
The relation → is the smallest relation on AllOPE(Ax) for which the following conditions hold (A → B means that → holds for A and B):
The property hierarchy relation →* is the reflexive-transitive closure of →.
An object property expression OPE is simple in Ax if, for each object property expression OPE' such that OPE' →* OPE holds, OPE' is not composite.
Roughly speaking, a simple object property expression has no direct or indirect subproperties that are either transitive or are defined by means of property chains, where the notion of indirect subproperties is captured by the property hierarchy. Consider the following axioms:
SubPropertyOf( PropertyChain( a:hasFather a:hasBrother ) a:hasUncle ) | The brother of someone's father is that person's uncle. |
SubPropertyOf( a:hasUncle a:hasRelative ) | Having an uncle is a kind of having a relative. |
SubPropertyOf( a:hasBiologicalFather a:hasFather ) | Having a biological father is a kind of having a father. |
The object property a:hasUncle occurs in an object subproperty axiom involving a property chain, so it is not simple. Consequently, the object property a:hasRelative is not simple either, because a:hasUncle is a nonsimple subproperty of a:hasRelative. In contrast, the object property a:hasBiologicalFather is simple, and so is a:hasFather.
The axioms Ax satisfy the global restrictions of OWL 2 if the following six conditions hold:
The first two restrictions merely prohibit the usage of nonsimple properties in number restrictions and in certain axioms about object properties. The third restriction limits the usage of owl:topDataProperty. Without it, owl:topDataProperty could be used to write axioms about datatypes, which would invalidate Theorem 1 from the OWL 2 Direct Semantics [OWL 2 Direct Semantics].
The main goal of the fourth restriction is to prevent cyclic definitions involving object subproperty axioms with property chains. Consider the following ontology:
SubPropertyOf( PropertyChain( a:hasFather a:hasBrother ) a:hasUncle ) | The brother of someone's father is that person's uncle. |
SubPropertyOf( PropertyChain( a:hasChild a:hasUncle ) a:hasBrother ) | The uncle of someone's child is that person's brother. |
The first axiom defines a:hasUncle in terms of a:hasBrother, while the second axiom defines a:hasBrother in terms of a:hasUncle. These two axioms are thus cyclic: the first one depends on the second one and vice versa. Such cyclic definitions are known to lead to undecidability of the basic reasoning problems. Thus, these two axioms mentioned above cannot occur together in an axiom closure of an OWL 2; however, each axiom alone may be allowed (depending on the other axioms in the closure).
A particular kind of cyclic definitions is known not to lead to decidability problems. Consider the following ontology:
SubPropertyOf( PropertyChain( a:hasChild a:hasSibling ) a:hasChild ) | The sibling of someone's child is that person's child. |
The above definition is cyclic, since the object property a:hasChild occurs in both the subproperty chain and as a superproperty. Axioms of this form, however, do not violate the global restrictions of OWL 2.
The fifth and the sixth restriction ensure that each OWL 2 ontology with anonymous individuals can be transformed to an equivalent ontology without anonymous individuals. Roughly speaking, this is possible if property assertions connect anonymous individuals in a tree-like way. Consider the following ontology:
PropertyAssertion( a:hasChild a:Francis _:x ) | Francis has some (unknown) child. |
PropertyAssertion( a:hasChild _:x a:Meg ) | This unknown child has Meg... |
PropertyAssertion( a:hasChild _:x a:Chris ) | ...Chris... |
PropertyAssertion( a:hasChild _:x a:Stewie ) | ...and Stewie as children. |
The connections between individuals a:Francis, a:Meg, a:Chris, and a:Stewie can be understood as a tree that contains _:x as its internal node. Because of that, the anonymous individuals can be "rolled-up"; that is, these four assertions can be replaced by the following equivalent assertion:
ClassAssertion(
SomeValuesFrom( a:hasChild
IntersectionOf(
HasValue( a:hasChild a:Meg )
HasValue( a:hasChild a:Chris )
HasValue( a:hasChild a:Stewie )
)
)
a:Francis
)
If the anonymous individuals were allowed to be connected by properties in arbitrary ways (and, in particular, in cycles), such a transformation would clearly be impossible. This transformation, however, is necessary in order to reduce the basic inference problems in OWL 2 to the appropriate description logic reasoning problems with known computational properties [SROIQ].
The Internet Media Type / MIME Type for the OWL functional-style Syntax is text/owl-functional.
It is recommended that OWL functional-style Syntax files have the extension .ofn (all lowercase) on all platforms.
It is recommended that OWL functional-style Syntax files stored on Macintosh HFS file systems be given a file type of TEXT.
The information that follows will be submitted to the IESG for review, approval, and registration with IANA.
OWL 2 departs in its conceptual design and in syntax from OWL 1 Abstract Syntax. This section summarizes the major differences and explains the rationale behind the changes.
OWL 1 provides a frame-like syntax that allows several aspects of a class, property or individual to be defined in a single axiom.
The following is an example of an OWL 1 frame-like axiom.
ObjectProperty( a:partOf inverseOf( a:containedIn ) inverseFunctional transitive
Annotation( rdfs:label "Specifies that an object is a part of another object.")
)
This type of axiom may cause problems in practice. First, it bundles many different features of the given entity into a single axiom. While this may be convenient when ontologies are being manipulated by hand, it is not convenient for manipulating them programmatically. In fact, most implementations of OWL 1 break such axioms apart into several "atomic" axioms, each dealing with only a single feature of the entity. However, this may cause problems with round-tripping, as the structure of the ontology may be destroyed in the process. Second, this type of axiom is often misinterpreted as a declaration and unique "definition" of the given entity. In OWL 1, however, entities may be used without being the subject of any such axiom, and there may be many such axioms relating to the same entity. Third, OWL 1 does not provide means to annotate axioms, something that is often needed in tools and applications. These problems are addressed in OWL 2 in several ways. First, the frame-like notation has been dropped in favor of a more fine-grained structure of axioms, where each axiom describes just one feature of the given entity. Second, OWL 2 provides explicit declarations, and an explicit definition of the notion of structural consistency. Third, all axioms in OWL 2 can be annotated, and entity annotation axioms provide means for that.
The OWL 1 axiom from the previous example can be represented in OWL 2 using the following axioms.
Declaration( ObjectProperty( a:partOf ) )
AnnotationAssertion( rdfs:label a:partOf "Specifies that an object is a part of another object." )
InverseProperties( a:partOf a:containedIn )
InverseFunctionalProperty( a:partOf )
TransitiveProperty( a:partOf )
Although OWL 2 is more verbose, this is not expected to lead to problems given that most OWL ontologies are created using ontology engineering tools. Moreover, such tools are free to present the information to the user in a different (possibly frame-like) way.
In OWL 1, all properties are atomic, but it is possible to assert that one object property is the inverse of another.
In OWL 1, one can state the following axiom to axiomatize a:hasPart as the inverse property of a:isPartOf.
ObjectProperty( a:hasPart inverse a:isPartOf )
In OWL 2, property expressions such as InverseOf( a:hasPart ) can be used in class expressions, which avoids the need to give a name to every inverse property. If desired, however, names can still be given to inverse properties.
The following OWL 2 axiom asserts that a:isPartOf is the inverse of a:hasPart, and is thus semantically equivalent to the OWL 1 axiom from the previous example.
EquivalentProperties( a:hasPart InverseOf( a:isPartOf ) )
Such axioms are quite common, so OWL 2 provides the following syntactic shortcut as well.
InverseProperties( a:hasPart a:isPartOf )
In OWL 1, anonymous individuals were introduced as individuals without names.
The following OWL 1 axiom does not specify individual's name; therefore, the introduced individual is anonymous.
Individual(
value( a:city a:Quahog )
value( a:state a:RI )
)
In contrast, anonymous individuals are identified using node IDs in OWL 2.
The following OWL 1 axiom introduces an anonymous individual:
PropertyAssertion( a:city _:1 a:Quahog )
PropertyAssertion( a:state _:1 a:RI )